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Home/Authors/Siamak Ravanbakhsh

Siamak Ravanbakhsh

Topic trends: 32,543 papers · similarity ≥ 0.4 · year ≥ 2024 · Data sourced from Semantic Scholar

34,598 papers | Abstracts: 31,650 (91.5%) | Citations: 34,598 (100.0%) | arXiv: 26,074 (75.4%)

Built: Feb 15, 2026, 3:13 AM AMS

10

papers

219

total citations

papers (10)

Iterated Denoising Energy Matching for Sampling from Boltzmann Densities

SymmCD: Symmetry-Preserving Crystal Generation with Diffusion Models

Equivariant Adaptation of Large Pretrained Models

NEURIPS 2023arXiv

Equivariant Networks for Crystal Structures

NEURIPS 2022arXiv

Learning to Reach Goals via Diffusion

Equivariant Networks for Hierarchical Structures

Structuring Representations Using Group Invariants

Energy Loss Functions for Physical Systems

NEURIPS 2025arXiv

Beyond Scalar Rewards: An Axiomatic Framework for Lexicographic MDPs

NEURIPS 2025arXiv

Lie Point Symmetry and Physics-Informed Networks