François Pacaud
- Accelerating Optimal Power Flow with GPUs: SIMD Abstraction of Nonlinear Programs and Condensed-Space Interior-Point Methods
2023/07/31 by Sungho Shin, Shin, Sungho, François Pacaud +3 · 11 citations
Computer Science · Engineering · Mathematics · #Distributed #FOS: Computer and information sciences #FOS: Mathematics #Matrix Theory and Algorithms #Numerical methods for differential equations #Optimization and Control (math.OC) #Parallel #Power System Optimization and Stability #and Cluster Computing (cs.DC)
- GPU-accelerated dynamic nonlinear optimization with ExaModels and MadNLP
2024/03/23 by François Pacaud, Pacaud, François, Sungho Shin +1 · 6 citations
Engineering · #Advanced Control Systems Optimization #Fault Detection and Control Systems #Control Systems and Identification
- Exploiting GPU/SIMD Architectures for Solving Linear-Quadratic MPC Problems
2022/09/26 by David R. Cole, Sungho Shin, Cole, David +7 · 2 citations
Computer Science · Engineering · #Advanced Control Systems Optimization #FOS: Mathematics #Optimization and Control (math.OC) #Parallel Computing and Optimization Techniques #Stability and Control of Uncertain Systems
- Parallel Interior-Point Solver for Block-Structured Nonlinear Programs on SIMD/GPU Architectures
2023/01/12 by François Pacaud, Michel Schanen, Pacaud, François +7 · 2 citations
Computer Science · Mathematics · #Advanced Optimization Algorithms Research #FOS: Mathematics #Matrix Theory and Algorithms #Optimization and Control (math.OC) #Parallel Computing and Optimization Techniques
- Leveraging GPU batching for scalable nonlinear programming through massive Lagrangian decomposition
2021/06/28 by Youngdae Kim, Kim, Youngdae, François Pacaud +5 · 1 citation
Computer Science · Engineering · #65K05 #90-04 #90-08 #90C06 #90C30 #Distributed #FOS: Computer and information sciences #FOS: Mathematics #Low-power high-performance VLSI design #Mathematical Software (cs.MS) #Optimization and Control (math.OC) #Parallel #Parallel Computing and Optimization Techniques #Power System Optimization and Stability #and Cluster Computing (cs.DC)
- Condensed Interior-Point Methods for Scalable Nonlinear Programming on GPUs
2024/05/23 by François Pacaud, Sungho Shin, Pacaud, François +7 · 3 citations
Computer Science · Mathematics · #Advanced Optimization Algorithms Research #Matrix Theory and Algorithms #Parallel Computing and Optimization Techniques #math.OC