Siddhant Kumar
- Experiment-informed finite-strain inverse design of spinodal metamaterials
2024/12/20 by Prakash Thakolkaran, Michael A. Espinal, Somayajulu Dhulipala +2 · 2 voices · 4 citations
Earth and Planetary Sciences · Engineering · #Cellular and Composite Structures #Ultrasonics and Acoustic Wave Propagation #Underwater Acoustics Research
- A topology optimisation framework to design test specimens for one-shot identification or discovery of material models
2025/01/22 by Saeid Ghouli, Ghouli, Saeid, Moritz Flaschel +5 · 5 citations
Engineering · Computer Science · #Topology Optimization in Engineering #Advanced Measurement and Metrology Techniques #Optical measurement and interference techniques
- Inverse Designing Surface Curvatures by Deep Learning
2024/04/10 by Yaqi Guo, Saurav Sharma, Siddhant Kumar · 1 voice · 2 citations
Engineering · #Advanced Numerical Analysis Techniques #3D Shape Modeling and Analysis #Topology Optimization in Engineering
- Toward Sustainable Polymer Design: A Molecular Dynamics-Informed Machine Learning Approach for Vitrimers
2025/01/01 by Yiwen Zheng, Agni Kumar Biswal, Zheng, Yiwen +13 · 1 voice · 1 citation
Engineering · Materials Science · #Chemical Physics (physics.chem-ph) #FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci)
- Piezoelectric truss metamaterials: data-driven design and additive manufacturing
2025/06/13 by Saurav Sharma, Sharma, Saurav, Satya K. Ammu +9 · 1 voice · 1 citation
Engineering · #Advanced Materials and Mechanics #Advanced Sensor and Energy Harvesting Materials #Applied Physics (physics.app-ph) #Cellular and Composite Structures #FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci)