{"id":4247,"date":"2026-05-07T12:12:16","date_gmt":"2026-05-07T16:12:16","guid":{"rendered":"https:\/\/blogs.mathworks.com\/matlab\/?p=4247"},"modified":"2026-05-07T12:12:16","modified_gmt":"2026-05-07T16:12:16","slug":"mathworks-call-for-research-proposals-latest-news","status":"publish","type":"post","link":"https:\/\/blogs.mathworks.com\/matlab\/2026\/05\/07\/mathworks-call-for-research-proposals-latest-news\/","title":{"rendered":"MathWorks Call for Research Proposals: Latest News"},"content":{"rendered":"<div class = rtcContent><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span class=\"_richTextNode\" style=' font-style: italic;'>Today\u2019s guest blogger is Deepak Bhatia. Deepak is the Program Manager of the MathWorks Call for Research Proposals program. <\/span><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span class=\"_richTextNode\" style=' font-style: italic;'>In <\/span><a href = \"https:\/\/blogs.mathworks.com\/matlab\/2025\/03\/04\/mathworks-call-for-research-proposals-spring-2025\/\"><span class=\"_richTextNode\" style=' font-style: italic;'>March 2025<\/span><\/a><span class=\"_richTextNode\" style=' font-style: italic;'> MathWorks launched <\/span><span class=\"_richTextNode\">the <\/span><a href = \"https:\/\/uk.mathworks.com\/academia\/research\/call-for-research-proposals.html\"><span class=\"_richTextNode\">MathWorks Call for Research Proposals<\/span><\/a><span class=\"_richTextNode\"> which aims to support researchers who are tackling industry-relevant challenges using MATLAB and Simulink. The <\/span><a href = \"https:\/\/blogs.mathworks.com\/matlab\/2025\/10\/20\/meet-the-spring-2025-mathworks-research-proposal-winners\/\"><span class=\"_richTextNode\">winners of that first round were announced in October 2025<\/span><\/a><span class=\"_richTextNode\"> alongside another application round. Today, I am happy to announce both the Spring 2026 call and the winners of the Fall 2025 call.<\/span><\/div><h2  style = 'margin: 20px 10px 5px 4px; padding: 0px; line-height: 25px; min-height: 0px; white-space: pre; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 20px; font-weight: 700; text-align: left; '><span class=\"_richTextNode\">The Spring 2026 Call is open<\/span><\/h2><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span class=\"_richTextNode\">The Spring 2026 cycle is currently open! If you are a full\u2011time faculty member working with an industry partner and have a bold research idea, we encourage you visit the <\/span><a href = \"https:\/\/www.mathworks.com\/academia\/research\/call-for-research-proposals.html\"><span class=\"_richTextNode\" style=' text-decoration: underline;'>MathWorks Call for Research Proposals page<\/span><\/a><span class=\"_richTextNode\"> for details on eligibility, timelines, and application guidelines. <\/span><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><img class = \"imageNode\" src = \"http:\/\/blogs.mathworks.com\/matlab\/files\/2026\/05\/CFP_Spring2026_1.png\" width = \"450\" height = \"253\" alt = \"The MathWorks Lakeside campus in Natick, Massachusetts\" style = \"vertical-align: baseline; width: 450px; height: 253px;\"><\/img><\/div><h2  style = 'margin: 20px 10px 5px 4px; padding: 0px; line-height: 25px; min-height: 0px; white-space: pre; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 20px; font-weight: 700; text-align: left; '><span class=\"_richTextNode\">Fall 2025 Award Recipients<\/span><\/h2><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span class=\"_richTextNode\" style=' font-weight: bold;'>Covariance Completion for Adaptive Beamforming and Direction Finding Applications<\/span><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><a href = \"https:\/\/www.linkedin.com\/in\/djjhome\/\"><span class=\"_richTextNode\" style=' font-weight: bold; text-decoration: underline;'>Daniel Jakubisin<\/span><\/a><span class=\"_richTextNode\">,<\/span><span class=\"_richTextNode\" style=' font-weight: bold;'> <\/span><a href = \"https:\/\/www.linkedin.com\/in\/cousikt\/\"><span class=\"_richTextNode\" style=' font-weight: bold; text-decoration: underline;'>Tarun Cousik Suman<\/span><\/a><span class=\"_richTextNode\">, and <\/span><a href = \"https:\/\/www.linkedin.com\/in\/dr-nishith-tripathi-a75464b\/\"><span class=\"_richTextNode\" style=' font-weight: bold; text-decoration: underline;'>Nishith Tripathi<\/span><\/a><span class=\"_richTextNode\" style=' font-weight: bold;'> <\/span><span class=\"_richTextNode\">(Virginia Polytechnic Institute &amp; State University), in collaboration with <\/span><span class=\"_richTextNode\" style=' font-weight: bold;'>Analog Devices<\/span><span class=\"_richTextNode\">, are developing novel frameworks for hybrid beamformers aimed at achieving the performance and adaptability traditionally associated with digital beamformers. The project introduces a unified methodology to quantify hybrid beamforming effects, analyze key performance trade\u2011offs, and demonstrate benefits for advanced communication, sensing, and direction\u2011finding systems operating in demanding, reliability\u2011critical environments.<\/span><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span class=\"_richTextNode\">Main tools: <\/span><a href = \"https:\/\/www.mathworks.com\/products\/rftoolbox.html\"><span class=\"_richTextNode\" style=' text-decoration: underline;'>RF Toolbox<\/span><\/a><span class=\"_richTextNode\">, <\/span><a href = \"https:\/\/www.mathworks.com\/products\/phased-array.html\"><span class=\"_richTextNode\" style=' text-decoration: underline;'>Phased Array System Toolbox<\/span><\/a><span class=\"_richTextNode\">, <\/span><a href = \"https:\/\/www.mathworks.com\/products\/antenna.html\"><span class=\"_richTextNode\" style=' text-decoration: underline;'>Antenna Toolbox<\/span><\/a><span class=\"_richTextNode\"> <\/span><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span class=\"_richTextNode\">Learn more about the group\u2019s work <\/span><a href = \"https:\/\/nationalsecurity.vt.edu\/research\/sdd.html\"><span class=\"_richTextNode\" style=' text-decoration: underline;'>here<\/span><\/a><span class=\"_richTextNode\">.<\/span><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span class=\"_richTextNode\"><\/span><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span class=\"_richTextNode\" style=' font-weight: bold;'>Advanced Robotic Manipulation and Control in Enhanced Automated Lines and Machinery<\/span><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span class=\"_richTextNode\" style=' font-weight: bold;'>Marco Carricato<\/span><span class=\"_richTextNode\"> and <\/span><span class=\"_richTextNode\" style=' font-weight: bold;'>Edoardo Ida' <\/span><span class=\"_richTextNode\">(University of Bologna) are collaborating with <\/span><span class=\"_richTextNode\" style=' font-weight: bold;'>IMA Industria Macchine Automatiche S.p.A.<\/span><span class=\"_richTextNode\">, in addressing challenges for using advanced robotic systems within high\u2011performance automated production lines. This project focuses on advanced modeling and control of robotic systems for high\u2011speed, high\u2011acceleration handling of liquid\u2011filled containers, as well as trajectory planning and cooperative manipulation for bulky and rigid products. The results aim to improve both productivity and reliability in next\u2011generation manufacturing systems.<\/span><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span class=\"_richTextNode\">Main tools: <\/span><a href = \"https:\/\/www.mathworks.com\/products\/robotics.html\"><span class=\"_richTextNode\" style=' text-decoration: underline;'>Robotics System Toolbox<\/span><\/a><span class=\"_richTextNode\">, <\/span><a href = \"https:\/\/www.mathworks.com\/products\/parallel-computing.html\"><span class=\"_richTextNode\" style=' text-decoration: underline;'>Parallel Computing Toolbox<\/span><\/a><span class=\"_richTextNode\">, <\/span><a href = \"https:\/\/www.mathworks.com\/products\/matlab-coder.html\"><span class=\"_richTextNode\" style=' text-decoration: underline;'>MATLAB Coder<\/span><\/a><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span class=\"_richTextNode\">Learn more about the research group <\/span><a href = \"https:\/\/irmalab.org\/people\/\"><span class=\"_richTextNode\" style=' text-decoration: underline;'>here<\/span><\/a><span class=\"_richTextNode\">. <\/span><\/div><h2  style = 'margin: 20px 10px 5px 4px; padding: 0px; line-height: 25px; min-height: 0px; white-space: pre; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 20px; font-weight: 700; text-align: left; '><span class=\"_richTextNode\">Honorable Mentions<\/span><\/h2><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span class=\"_richTextNode\">In addition to the winning proposals, many other proposals demonstrated exceptional technical merit and innovative use of MATLAB and Simulink. The following projects are recognized for their creativity, rigor, and strong potential for real\u2011world impact.<\/span><\/div><h3  style = 'margin: 15px 10px 5px 4px; padding: 0px; line-height: 20.4px; min-height: 0px; white-space: pre; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 17px; font-weight: 700; text-align: left; '><span class=\"_richTextNode\" style=' font-weight: bold;'>Fall 2025 Honorable Mentions<\/span><\/h3><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span class=\"_richTextNode\" style=' font-weight: bold;'>Principal Investigator:<\/span><span class=\"_richTextNode\"> <\/span><a href = \"https:\/\/www.linkedin.com\/in\/dr-guilherme-hollweg\/\"><span class=\"_richTextNode\" style=' text-decoration: underline;'>Guilherme Vieira Hollweg<\/span><\/a><span class=\"_richTextNode\"> (University of Michigan\u2013Dearborn)<\/span><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span class=\"_richTextNode\" style=' font-weight: bold;'>Proposal:<\/span><span class=\"_richTextNode\"> <\/span><span class=\"_richTextNode\" style=' font-style: italic;'>Robust Adaptive MPC\u2011RMRAC\u2011Based Control with Real\u2011Time Efficiency Optimization for Electric Vehicles<\/span><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span class=\"_richTextNode\">This project proposes a robust model reference adaptive control framework to improve the efficiency of electric vehicles under real\u2011world operating conditions, including varying loads and temperatures. The approach targets autonomous and fleet EV applications, emphasizing performance, robustness, and computational efficiency.<\/span><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span class=\"_richTextNode\">Learn more <\/span><a href = \"https:\/\/sites.google.com\/view\/hollweg\/home?authuser=0\"><span class=\"_richTextNode\" style=' text-decoration: underline;'>here<\/span><\/a><span class=\"_richTextNode\">.<\/span><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span class=\"_richTextNode\"><\/span><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span class=\"_richTextNode\" style=' font-weight: bold;'>Principal Investigator:<\/span><span class=\"_richTextNode\"> <\/span><a href = \"https:\/\/www.linkedin.com\/in\/usmanhadi\/\"><span class=\"_richTextNode\" style=' text-decoration: underline;'>Usman Hadi<\/span><\/a><span class=\"_richTextNode\"> (Ulster University)<\/span><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span class=\"_richTextNode\" style=' font-weight: bold;'>Proposal:<\/span><span class=\"_richTextNode\"> <\/span><span class=\"_richTextNode\" style=' font-style: italic;'>6G Secure Hybrid Intelligence for Enhanced Layered Defense (SHIELD)<\/span><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span class=\"_richTextNode\">This work focuses on improving the reliability and security of sixth\u2011generation (6G) wireless networks, which are expected to play a critical role in future industrial systems and disaster\u2011response scenarios. The proposed framework integrates secure hybrid intelligence to support resilient and trustworthy communications.<\/span><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span class=\"_richTextNode\">Learn more <\/span><a href = \"https:\/\/pure.ulster.ac.uk\/en\/persons\/usman-hadi\/\"><span class=\"_richTextNode\" style=' text-decoration: underline;'>here<\/span><\/a><span class=\"_richTextNode\">.<\/span><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span class=\"_richTextNode\"> <\/span><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span class=\"_richTextNode\" style=' font-weight: bold;'>Principal Investigator:<\/span><span class=\"_richTextNode\"> <\/span><a href = \"https:\/\/www.linkedin.com\/in\/christosverginis\/?originalSubdomain=se\"><span class=\"_richTextNode\" style=' text-decoration: underline;'>Christos Verginis<\/span><\/a><span class=\"_richTextNode\"> (Uppsala University)<\/span><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span class=\"_richTextNode\" style=' font-weight: bold;'>Proposal:<\/span><span class=\"_richTextNode\"> <\/span><span class=\"_richTextNode\" style=' font-style: italic;'>Real\u2011Time Learning and Control of Multi\u2011Robot Systems<\/span><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span class=\"_richTextNode\">This project aims to develop a framework that enables teams of robots to learn and operate collaboratively in highly dynamic environments. By combining real\u2011time learning with control strategies, the work seeks to enhance adaptability and coordination in multi\u2011robot systems.<\/span><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span class=\"_richTextNode\">Learn more <\/span><a href = \"https:\/\/www.uu.se\/en\/contact-and-organisation\/staff?query=N22-454\"><span class=\"_richTextNode\" style=' text-decoration: underline;'>here<\/span><\/a><span class=\"_richTextNode\">.<\/span><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span class=\"_richTextNode\"> <\/span><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span class=\"_richTextNode\" style=' font-weight: bold;'>Principal Investigator:<\/span><span class=\"_richTextNode\"> <\/span><a href = \"https:\/\/www.linkedin.com\/in\/pavithra-prabhakar-09273615\/\"><span class=\"_richTextNode\" style=' text-decoration: underline;'>Pavithra Prabhakar<\/span><\/a><span class=\"_richTextNode\"> (University of New Mexico)<\/span><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span class=\"_richTextNode\" style=' font-weight: bold;'>Proposal:<\/span><span class=\"_richTextNode\"> <\/span><span class=\"_richTextNode\" style=' font-style: italic;'>An Abstraction\u2011Based Verification Framework for AI\u2011Enabled Automotive Systems<\/span><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span class=\"_richTextNode\">This project aims to develop a rigorous verification framework for cyber-physical automotive systems that integrate neural network\u2013based components. By leveraging abstraction techniques, the proposed work seeks to enable scalable and systematic analysis of AI-enabled modules, thereby enhancing the assurance, reliability, and safety of automated driving systems.<\/span><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span class=\"_richTextNode\">Learn more <\/span><a href = \"https:\/\/cs.unm.edu\/~pprabhakar\/\"><span class=\"_richTextNode\" style=' text-decoration: underline;'>here<\/span><\/a><span class=\"_richTextNode\">.<\/span><\/div><h3  style = 'margin: 15px 10px 5px 4px; padding: 0px; line-height: 20.4px; min-height: 0px; white-space: pre; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 17px; font-weight: 700; text-align: left; '><span class=\"_richTextNode\" style=' font-weight: bold;'>Spring 2025 Honorable Mentions<\/span><\/h3><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span class=\"_richTextNode\">In addition to the Fall 2025 submissions, we also want to recognize outstanding proposals from the Spring 2025 cycle.<\/span><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span class=\"_richTextNode\" style=' font-weight: bold;'>Principal Investigator:<\/span><span class=\"_richTextNode\"> <\/span><a href = \"https:\/\/www.linkedin.com\/in\/arnaud-malan-41b3415\/?originalSubdomain=za\"><span class=\"_richTextNode\" style=' text-decoration: underline;'>Arnaud Malan<\/span><\/a><span class=\"_richTextNode\"> (University of Cape Town)<\/span><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span class=\"_richTextNode\" style=' font-weight: bold;'>Proposal:<\/span><span class=\"_richTextNode\"> <\/span><span class=\"_richTextNode\" style=' font-style: italic;'>Simulink Co\u2011Simulation Demonstrator: CFD Modeling of Aircraft Liquid Hydrogen Tanks with Active Pressure Control<\/span><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span class=\"_richTextNode\">This project advances active pressure control strategies for liquid hydrogen tanks in aerospace applications. By integrating active pressure control <\/span><span class=\"_richTextNode\">into the validated <\/span><a href = \"https:\/\/www.elementalnumerics.com\/\"><span class=\"_richTextNode\" style=' text-decoration: underline;'>AlphaFlow<\/span><\/a><span class=\"_richTextNode\"> CFD <\/span><span class=\"_richTextNode\">model, the work enables co\u2011simulation studies of pressurization strategies and their effectiveness in mitigating pressure collapse during violent slosh events.<\/span><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span class=\"_richTextNode\">Learn more <\/span><a href = \"https:\/\/ebe.uct.ac.za\/incfd\"><span class=\"_richTextNode\" style=' text-decoration: underline;'>here<\/span><\/a><span class=\"_richTextNode\">.<\/span><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span class=\"_richTextNode\"><\/span><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span class=\"_richTextNode\" style=' font-weight: bold;'>Principal Investigator:<\/span><span class=\"_richTextNode\"> <\/span><a href = \"https:\/\/www.linkedin.com\/in\/yenkiekm\/\"><span class=\"_richTextNode\" style=' text-decoration: underline;'>Kirti M. Yenkie<\/span><\/a><span class=\"_richTextNode\"> (Rowan University)<\/span><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span class=\"_richTextNode\" style=' font-weight: bold;'>Proposal:<\/span><span class=\"_richTextNode\"> <\/span><span class=\"_richTextNode\" style=' font-style: italic;'>Framework for Efficient Operations in Multiproduct Pipeline Systems: A Case Scenario of Lubricant Oil Flushing<\/span><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span class=\"_richTextNode\">This research addresses pipeline flushing operations by developing computational models and optimal control strategies to reduce product losses and improve operational efficiency. The approach replaces trial\u2011and\u2011error methods with predictive, data\u2011driven strategies validated through real\u2011time testing.<\/span><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span class=\"_richTextNode\">Learn more <\/span><a href = \"https:\/\/yenkiekm.com\/\"><span class=\"_richTextNode\" style=' text-decoration: underline;'>here<\/span><\/a><span class=\"_richTextNode\">. <\/span><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span class=\"_richTextNode\"> <\/span><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span class=\"_richTextNode\" style=' font-weight: bold;'>Principal Investigator:<\/span><span class=\"_richTextNode\"> <\/span><a href = \"https:\/\/www.linkedin.com\/in\/manish-kumar-b878143a\/\"><span class=\"_richTextNode\" style=' text-decoration: underline;'>Manish Kumar<\/span><\/a><span class=\"_richTextNode\"> (University of Cincinnati)<\/span><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span class=\"_richTextNode\" style=' font-weight: bold;'>Proposal:<\/span><span class=\"_richTextNode\"> <\/span><span class=\"_richTextNode\" style=' font-style: italic;'>Control of Multiple Crazyflies with Unreal Engine\u2013Based Simulation and Digital Twin Environment Using MATLAB<\/span><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span class=\"_richTextNode\">This project develops a framework for controlling fleets of drones using high\u2011fidelity simulation and digital twin technology. By integrating Unreal Engine with MATLAB, the work supports sim\u2011to\u2011real validation and safe, cost\u2011effective testing of drone path planning for automated inspection and inventory monitoring tasks.<\/span><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span class=\"_richTextNode\">Learn more <\/span><a href = \"https:\/\/www.ceas.uc.edu\/research\/centers-labs\/cooperative-distributed-systems-lab.html\"><span class=\"_richTextNode\" style=' text-decoration: underline;'>here<\/span><\/a><span class=\"_richTextNode\">. <\/span><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span class=\"_richTextNode\"> <\/span><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span class=\"_richTextNode\" style=' font-weight: bold;'>Principal Investigator:<\/span><span class=\"_richTextNode\"> <\/span><a href = \"https:\/\/www.linkedin.com\/in\/qiuganglu\/\"><span class=\"_richTextNode\" style=' text-decoration: underline;'>Qiugang (Jay) Lu<\/span><\/a><span class=\"_richTextNode\"> (Texas Tech University)<\/span><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span class=\"_richTextNode\" style=' font-weight: bold;'>Proposal:<\/span><span class=\"_richTextNode\"> <\/span><span class=\"_richTextNode\" style=' font-style: italic;'>Knowledge\u2011Guided and Hierarchical Graph Structure Learning for Process Monitoring of Complex Industrial Systems<\/span><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span class=\"_richTextNode\">This proposal introduces graph structure learning methods for monitoring large\u2011scale, interconnected industrial systems. By combining domain knowledge with data\u2011driven techniques and hierarchical graph neural networks, the work aims to enable earlier and more accurate fault detection and diagnosis.<\/span><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span class=\"_richTextNode\">Learn more <\/span><a href = \"https:\/\/sites.google.com\/view\/scalab\/\"><span class=\"_richTextNode\" style=' text-decoration: underline;'>here<\/span><\/a><span class=\"_richTextNode\">. <\/span><\/div><h2  style = 'margin: 20px 10px 5px 4px; padding: 0px; line-height: 25px; min-height: 0px; white-space: pre; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 20px; font-weight: 700; text-align: left; '><span class=\"_richTextNode\"><\/span><\/h2><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span class=\"_richTextNode\"> <\/span><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span class=\"_richTextNode\"> <\/span><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span class=\"_richTextNode\"> <\/span><\/div>\r\n<\/div><script type=\"text\/javascript\">var css = '._richTextNode {white-space: break-spaces;}'; var head = document.head || document.getElementsByTagName('head')[0], style = document.createElement('style'); head.appendChild(style); style.type = 'text\/css'; if (style.styleSheet){ style.styleSheet.cssText = css; } else { style.appendChild(document.createTextNode(css)); }<\/script>","protected":false},"excerpt":{"rendered":"<div class=\"overview-image\"><img src=\"https:\/\/blogs.mathworks.com\/matlab\/files\/2026\/05\/CFP_Spring2026_1.png\" class=\"img-responsive attachment-post-thumbnail size-post-thumbnail wp-post-image\" alt=\"\" decoding=\"async\" loading=\"lazy\" \/><\/div><p>Today\u2019s guest blogger is Deepak Bhatia. Deepak is the Program Manager of the MathWorks Call for Research Proposals program. In March 2025 MathWorks launched the MathWorks Call for Research Proposals... <a class=\"read-more\" href=\"https:\/\/blogs.mathworks.com\/matlab\/2026\/05\/07\/mathworks-call-for-research-proposals-latest-news\/\">read more >><\/a><\/p>","protected":false},"author":176,"featured_media":4245,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[116,113,30,119],"tags":[],"_links":{"self":[{"href":"https:\/\/blogs.mathworks.com\/matlab\/wp-json\/wp\/v2\/posts\/4247"}],"collection":[{"href":"https:\/\/blogs.mathworks.com\/matlab\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blogs.mathworks.com\/matlab\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blogs.mathworks.com\/matlab\/wp-json\/wp\/v2\/users\/176"}],"replies":[{"embeddable":true,"href":"https:\/\/blogs.mathworks.com\/matlab\/wp-json\/wp\/v2\/comments?post=4247"}],"version-history":[{"count":1,"href":"https:\/\/blogs.mathworks.com\/matlab\/wp-json\/wp\/v2\/posts\/4247\/revisions"}],"predecessor-version":[{"id":4248,"href":"https:\/\/blogs.mathworks.com\/matlab\/wp-json\/wp\/v2\/posts\/4247\/revisions\/4248"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/blogs.mathworks.com\/matlab\/wp-json\/wp\/v2\/media\/4245"}],"wp:attachment":[{"href":"https:\/\/blogs.mathworks.com\/matlab\/wp-json\/wp\/v2\/media?parent=4247"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blogs.mathworks.com\/matlab\/wp-json\/wp\/v2\/categories?post=4247"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blogs.mathworks.com\/matlab\/wp-json\/wp\/v2\/tags?post=4247"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}