Prof. Dr. George E. Karniadakis
Brown University
Research Interests: Physics-informed Neural Networks, Probabilistic Scientific Computing, Stochastic Multiscale Modelling
Talk Title: From Physics-Informed Machine Learning to Physics-Informed Machine Intelligence: Quo Vadimus?
Visit HomepageProf. Anima Anandkumar
California Institute of Technology and NVIDIA
Research Interests: Machine learning, Artificial Intelligence
Talk Title: To be updated
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Prof. Ricardo Vinuesa
KTH Royal Institute of Technology, Stockholm, Sweden
Research Interests: AI/ML/RL for CFD, Flow control, Turbulent Flows, Sustainability
Talk Title: Explaining and controlling turbulent flows through deep learning
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Dr. Pradeep Ramachandran
Advanced Computing labs, KLA
Research Interests: HPC, Image processing, AI
Talk Title: Astronomical Challenges in Atomic Scale Manufacturing
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Prof. Dr. Siddhartha Mishra
Department of Mathematics & Seminar for Applied Mathematics, ETH, Zurich
Research Interests: Scientific computing, nonlinear PDEs, machine learning, computational fluid dynamics
Talk Title: Learning PDEs
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Suchismita Sanyal
ExxonMobil
Research Interests: Computational sciences
Talk Title: Scalable AI for Energy Security and Sustainability
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Dr. Arjun Jain
FastCode AI
Research Interests: Computer Graphics, Vision, Machine Learning
Talk Title: Autonomy at Scale: Where Are We Headed?
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Jigar Halani
NVIDIA
Research Interests: High Performance computing, Big Data, AI Metaverse, Virtualization
Talk Title: Generative AI transforming Science and Engineering
Visit HomepageProf. Bharadwaj Amrutur
Robert Bosch Center for Cyber-Physical Systems & ARTPARK, IISc Bangalore
Research Interests: Robotics, AI-enabled Autonomous systems
Talk Title: To be updated
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Dr. Suranjan Sarkar
Shell Technology Centre
Research Interests: Computational fluid dynamics, Systems Modeling, Digital Twins and Surrogate Modeling, SciML
Talk Title: To be updated
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Dr. Prakash Raghavendra
AMD
Research Interests: GPU Computing, HSA compilers
Talk Title: AMD Technologies for efficient AI computing
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Dr. Alexander Heinlein
TU Delft
Research Interests: Numerical Analysis, High Performance Computing, Scientific Machine Learning
Talk Title: Geometric Challenges in Machine Learning-Based Surrogate Models
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Dr. Prasanna Balaprakash
Oak Ridge National Laboratory
Research Interests: AI for Science, High Performance Computing, Scientific Machine Learning
Talk Title: Overview of Oak Ridge National Laboratory’s AI Initiative: Advancing Secure, Trustworthy, and Energy-Efficient AI for Scientific Discovery
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Prof. Gianluigi Rozza
SISSA, Int. School for Adv. Studies, Italy
Research Interests:Numerical Analysis, Numerical Simulation, Optimization Control, Computational Fluid Dynamics
Talk Title: Enhancing CFD simulations combining surrogate modelling and scientific machine learning
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Dr. Priyanka Sharma
Fujitsu Research of India (FRIPL)
Research Interests:HPC, AI, Deep Learning, NLP, Computer Vision
Talk Title:TBD
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