Applications · chemistry physics and earth sciences papers, 2023–2026

Key findings

• Applications · chemistry physics and earth sciences went from 293 papers in 2023 to 1,217 in 2026, roughly 4.2x in three years.
• NeurIPS publishes the most Applications · chemistry physics and earth sciences work: 1,107 papers from 2023 to 2026, 33% of the four-venue total.
• The fastest-growing overlap is with Multimodal LLMs: papers tagged with both rose from 3 in 2023 to 95 in 2026.
• Among the 10 topics under Application Domains, it ranks #2 by 2026 paper count; the fastest grower in the group, Applications · health medicine, is up 61x versus 4.2x here.

Representative papers

Spread across years and venues so every edition shows up

• NeurIPS 2026(Strongly) Replicable Distribution Testers imply High Probability Distribution Testers
• ICML 2026(Be Cautious!) Bio-Foundation Models Are Not Yet Robust to Biologically Plausible Perturbations and ML Transformations
• ICLR 2026(U)NFV: Supervised and Unsupervised Neural Finite Volume Methods for Solving Hyperbolic PDEs
• CVPR 2026AssemblyBench Physics-Aware Assembly of Complex Industrial Objects
• NeurIPS 2025A Partition Cover Approach to Tokenization
• ICML 2025A Machine Learning Approach to Duality in Statistical Physics
• ICLR 2025A new framework for evaluating model out-of-distribution generalisation for the biochemical domain
• CVPR 2025Accurate Differential Operators for Hybrid Neural Fields
• NeurIPS 2024$\nabla^2$DFT: A Universal Quantum Chemistry Dataset of Drug-Like Molecules and a Benchmark for Neural Network Potentials
• ICML 2024$\bf{\Phi}_\textrm{Flow}$: Differentiable Simulations for PyTorch, TensorFlow and Jax
• ICLR 2024A Foundation Model for Error Correction Codes
• CVPR 2024EarthLoc: Astronaut Photography Localization by Indexing Earth from Space
• NeurIPS 2023ANTN: Bridging Autoregressive Neural Networks and Tensor Networks for Quantum Many-Body Simulation
• ICML 2023A Deep Conjugate Direction Method for Iteratively Solving Linear Systems
• ICLR 2023A framework for benchmarking Class-out-of-distribution detection and its application to ImageNet
• CVPR 20233D Human Pose Estimation via Intuitive Physics
• NeurIPS 2026ADA: Resolving Attribution Ambiguity in End-to-End Power System Dispatch via Two-Time-Scale Stochastic Approximation
• ICML 2026(Sparse) Attention to the Details: Preserving Spectral Fidelity in ML-based Weather Forecasting Models
• ICLR 2026A Genetic Algorithm for Navigating Synthesizable Molecular Spaces
• CVPR 2026Brewing Stronger Features Dual-Teacher Distillation for Multispectral Earth Observation

All Applications · chemistry physics and earth sciences papers

895 papers, page 15 of 18

701. ICLR 2024Crystalformer: Infinitely Connected Attention for Periodic Structure Encoding
702. ICLR 2024Curriculum reinforcement learning for quantum architecture search under hardware errors
703. ICLR 2024DATS: Difficulty-Aware Task Sampler for Meta-Learning Physics-Informed Neural Networks
704. ICLR 2024De novo Protein Design Using Geometric Vector Field Networks
705. ICLR 2024DecompOpt: Controllable and Decomposed Diffusion Models for Structure-based Molecular Optimization
706. ICLR 2024Deep Confident Steps to New Pockets: Strategies for Docking Generalization
707. ICLR 2024Deep Reinforcement Learning for Modelling Protein Complexes
708. ICLR 2024DeepZero: Scaling Up Zeroth-Order Optimization for Deep Model Training
709. ICLR 2024Defining Expertise: Applications to Treatment Effect Estimation
710. ICLR 2024DIFFTACTILE: A Physics-based Differentiable Tactile Simulator for Contact-rich Robotic Manipulation
711. ICLR 2024Divide and not forget: Ensemble of selectively trained experts in Continual Learning
712. ICLR 2024DNABERT-2: Efficient Foundation Model and Benchmark For Multi-Species Genomes
713. ICLR 2024Domain-Agnostic Molecular Generation with Chemical Feedback
714. ICLR 2024Dynamics-Informed Protein Design with Structure Conditioning
715. ICLR 2024EBMDock: Neural Probabilistic Protein-Protein Docking via a Differentiable Energy Model
716. ICLR 2024Efficient Sharpness-Aware Minimization for Molecular Graph Transformer Models
717. ICLR 2024Emergent Communication with Conversational Repair
718. ICLR 2024Emergent mechanisms for long timescales depend on training curriculum and affect performance in memory tasks
719. ICLR 2024EMO: EARTH MOVER DISTANCE OPTIMIZATION FOR AUTO-REGRESSIVE LANGUAGE MODELING
720. ICLR 2024Enabling Efficient Equivariant Operations in the Fourier Basis via Gaunt Tensor Products
721. ICLR 2024Encoding Unitig-level Assembly Graphs with Heterophilous Constraints for Metagenomic Contigs Binning
722. ICLR 2024Energy-conserving equivariant GNN for elasticity of lattice architected metamaterials
723. ICLR 2024Enhancing Small Medical Learners with Privacy-preserving Contextual Prompting
724. ICLR 2024EquiformerV2: Improved Equivariant Transformer for Scaling to Higher-Degree Representations
725. ICLR 2024Equivariant Matrix Function Neural Networks
726. ICLR 2024Equivariant Scalar Fields for Molecular Docking with Fast Fourier Transforms
727. ICLR 2024Estimating Shape Distances on Neural Representations with Limited Samples
728. ICLR 2024Evaluating Representation Learning on the Protein Structure Universe
729. ICLR 2024Experimental Design for Multi-Channel Imaging via Task-Driven Feature Selection
730. ICLR 2024Fast and unified path gradient estimators for normalizing flows
731. ICLR 2024Fine-Tuned Language Models Generate Stable Inorganic Materials as Text
732. ICLR 2024FlashAttention-2: Faster Attention with Better Parallelism and Work Partitioning
733. ICLR 2024Forward Learning with Top-Down Feedback: Empirical and Analytical Characterization
734. ICLR 2024Fourier Transporter: Bi-Equivariant Robotic Manipulation in 3D
735. ICLR 2024From Molecules to Materials: Pre-training Large Generalizable Models for Atomic Property Prediction
736. ICLR 2024From Zero to Turbulence: Generative Modeling for 3D Flow Simulation
737. ICLR 2024Generalization of Scaled Deep ResNets in the Mean-Field Regime
738. ICLR 2024Going Beyond Neural Network Feature Similarity: The Network Feature Complexity and Its Interpretation Using Category Theory
739. ICLR 2024Gradual Optimization Learning for Conformational Energy Minimization
740. ICLR 2024Graph Transformers on EHRs: Better Representation Improves Downstream Performance
741. ICLR 2024GraphCare: Enhancing Healthcare Predictions with Personalized Knowledge Graphs
742. ICLR 2024GTMGC: Using Graph Transformer to Predict Molecule’s Ground-State Conformation
743. ICLR 2024Guaranteed Approximation Bounds for Mixed-Precision Neural Operators
744. ICLR 2024How connectivity structure shapes rich and lazy learning in neural circuits
745. ICLR 2024I-PHYRE: Interactive Physical Reasoning
746. ICLR 2024ImplicitSLIM and How it Improves Embedding-based Collaborative Filtering
747. ICLR 2024Improving protein optimization with smoothed fitness landscapes
748. ICLR 2024Interpretable Meta-Learning of Physical Systems
749. ICLR 2024Invariance-based Learning of Latent Dynamics
750. ICLR 2024KW-Design: Pushing the Limit of Protein Design via Knowledge Refinement

FAQ

How many Applications · chemistry physics and earth sciences papers were published at NeurIPS, ICLR, ICML and CVPR from 2023 to 2026?

3,316 in total: 293 in 2023, 680 in 2024, 1,126 in 2025, 1,217 in 2026.

How many Applications · chemistry physics and earth sciences papers are at NeurIPS 2026?

NeurIPS 2026 has 299 Applications · chemistry physics and earth sciences papers, versus 455 the year before.

How many Applications · chemistry physics and earth sciences papers are at ICLR 2026?

ICLR 2026 has 373 Applications · chemistry physics and earth sciences papers, versus 297 the year before.

How many Applications · chemistry physics and earth sciences papers are at ICML 2026?

ICML 2026 has 441 Applications · chemistry physics and earth sciences papers, versus 287 the year before.

How many Applications · chemistry physics and earth sciences papers are at CVPR 2026?

CVPR 2026 has 104 Applications · chemistry physics and earth sciences papers, versus 87 the year before.

Which conference publishes the most Applications · chemistry physics and earth sciences papers?

NeurIPS, with 1,107 papers from 2023 to 2026.