Miguel A. Bessa

1. Pentagonal Photonic Crystal Mirrors: Scalable Lightsails with Enhanced Acceleration via Neural Topology Optimization
   2024/07/10 by Lucas Norder, Norder, L., Sha Yin +13 · 5 citations
   Materials Science · Physics and Astronomy · #Adaptive optics and wavefront sensing #Applied Physics (physics.app-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Mesoscale and Nanoscale Physics (cond-mat.mes-hall) #Optical Coatings and Gratings #Optics (physics.optics) #Photonic Crystals and Applications #Space Physics (physics.space-ph)
2. High‐Strength Amorphous Silicon Carbide for Nanomechanics
   2023/10/12 by Minxing Xu, Dongil Shin, Paolo Sberna +4 · 1 voice · 2 citations
   Materials Science · Physics and Astronomy · #Diamond and Carbon-based Materials Research #Force Microscopy Techniques and Applications #Mechanical and Optical Resonators
3. Neural topology optimization: the good, the bad, and the ugly
   2024/07/19 by Suryanarayanan Manoj Sanu, Alejandro M. Aragón, Sanu, Suryanarayanan Manoj +3 · 4 citations
   Engineering · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Numerical Analysis (math.NA) #Piezoelectric Actuators and Control
4. Consistent machine learning for topology optimization with microstructure-dependent neural network material models
   2024/08/25 by Harikrishnan Vijayakumaran, Vijayakumaran, Harikrishnan, Jonathan B. Russ +5 · 3 citations
   Engineering · #Topology Optimization in Engineering #Advanced machining processes and optimization #Manufacturing Process and Optimization
5. Gradient-free neural topology optimization: Towards effective fracture-resistant designs
   2024/03/07 by Gaweł Kuś, Miguel A. Bessa, Kus, Gawel +1 · 2 citations
   Engineering · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Numerical Analysis (math.NA) #Piezoelectric Actuators and Control #Topology Optimization in Engineering
6. Automatically Differentiable Model Updating (ADiMU): conventional, hybrid, and neural network material model discovery including history-dependency
   2025/05/12 by Bernardo P. Ferreira, Ferreira, Bernardo P., Miguel A. Bessa +1 · 5 citations
   Computer Science · Materials Science · Physics and Astronomy · #Advanced Multi-Objective Optimization Algorithms #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Mathematics #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Model Reduction and Neural Networks #Numerical Analysis (math.NA)
7. Meta-neural Topology Optimization: Knowledge Infusion with Meta-learning
   2025/02/03 by Igor Kuszczak, Kuszczak, Igor, Gaweł Kuś +5 · 1 citation
   Computer Science · Engineering · #Computational Engineering #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Finance #Industrial Technology and Control Systems #Neural Networks and Applications #and Science (cs.CE)