MLCAD 2024: ACM/IEEE International Symposium on Machine Learning for CAD

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The symposium is sponsored by both the ACM Special Interest Group on Design Automation (SIGDA) and the IEEE Council on Electronic Design Automation (CEDA). The symposium program will have keynote and invited speakers in addition to technical presentations. MLCAD 2024 will be held physically in Snowbird, Utah. Focus Advances in machine learning (ML) over the past half-dozen years have revolutionized the effectiveness of ML for a variety of applications. However, design processes present challenges that require synergetic advances in ML and CAD as compared to traditional ML applications. As such, the purpose of the symposium is to discuss, define and provide a roadmap for the special needs for ML for CAD where CAD is broadly defined to include both design-time techniques as well as run-time techniques. Topics of interest to this symposium include but are not limited to: • LLM-CAD: Large Language Model for CAD • ML approaches to logic design. • ML for physical design. • ML for analog design. • ML for FPGA designs. • ML methods to predict and optimize circuit aging and reliability. • Labeled and unlabeled data in ML for CAD. • ML for power and thermal management. • ML techniques for resource management in many-cores. • ML for Design Technology Co-Optimization (DTCO). • ML for design verification. • ML for manufacturing test.</pre><div class="alert alert-warning"> Last updated by <a href="/researcher/1">Dou Sun</a> in 2024-03-24</div> </div> </div>  <div class="portlet" id="yw2"> <div class="portlet-decoration"> <div class="portlet-title"><i class="icon icon-th"></i> Related Conferences</div> </div> <div class="portlet-content"> <div class="hidden-phone"> <div id="yw3" class="grid-view"> <table class="table table-hover table-striped table-bordered table-condensed"> <thead> <tr> <th 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