anisotropic plasticity 1automatic differentiation 1finite element method 1gpu acceleration 1high-performance computing 1inverse parameter identification 1
From the 1 of 3 linked papers with an AI index.
3 papers
cs.CE2026
Thermo-Structural Topology Optimization Considering Nonlinear Creep
Stefan Knapik, Aaditya Chandrasekhar, Deepak Sharma +3
Creep is a primary life-limiting mechanism for metallic components operating at high temperature, producing permanent deformation under sustained loads even when stresses remain be…
cs.CE2026
JAX-FEM-ANISO: Differentiable GPU-Accelerated Finite Element Framework for Inverse Identification of Finite-Strain Anisotropic Plasticity
Deepak Sharma, Itzel Salgado, Lu Huang +2
The paper introduces JAX-FEM-ANISO, a fully differentiable, GPU‑accelerated finite element framework that enables fast forward simulations and inverse identification of finite‑stra…
cs.CE2025
TOBACO: Topology Optimization via Band-limited Coordinate Networks for Compositionally Graded Alloys
Aaditya Chandrasekhar, Stefan Knapik, Deepak Sharma +4
Compositionally Graded Alloys (CGAs) offer unprecedented design flexibility by enabling spatial variations in composition; tailoring material properties to local loading conditions…