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 16 of 18

751. ICLR 2024Lagrangian Flow Networks for Conservation Laws
752. ICLR 2024Large Language Models as Optimizers
753. ICLR 2024Large-scale Training of Foundation Models for Wearable Biosignals
754. ICLR 2024Latent Intuitive Physics: Learning to Transfer Hidden Physics from A 3D Video
755. ICLR 2024LCOT: Linear Circular Optimal Transport
756. ICLR 2024Learning dynamic representations of the functional connectome in neurobiological networks
757. ICLR 2024Learning Flexible Body Collision Dynamics with Hierarchical Contact Mesh Transformer
758. ICLR 2024Learning interpretable control inputs and dynamics underlying animal locomotion
759. ICLR 2024Learning Over Molecular Conformer Ensembles: Datasets and Benchmarks
760. ICLR 2024Learning Planning Abstractions from Language
761. ICLR 2024Learning Polynomial Problems with $SL(2, \mathbb{R})$-Equivariance
762. ICLR 2024Learning semilinear neural operators: A unified recursive framework for prediction and data assimilation.
763. ICLR 2024Learning the greatest common divisor: explaining transformer predictions
764. ICLR 2024Learning Thresholds with Latent Values and Censored Feedback
765. ICLR 2024Learning to design protein-protein interactions with enhanced generalization
766. ICLR 2024Learning to Reject with a Fixed Predictor: Application to Decontextualization
767. ICLR 2024Learning with Language-Guided State Abstractions
768. ICLR 2024Let's do the time-warp-attend: Learning topological invariants of dynamical systems
769. ICLR 2024LILO: Learning Interpretable Libraries by Compressing and Documenting Code
770. ICLR 2024LipSim: A Provably Robust Perceptual Similarity Metric
771. ICLR 2024LLM-CXR: Instruction-Finetuned LLM for CXR Image Understanding and Generation
772. ICLR 2024Long-Short-Range Message-Passing: A Physics-Informed Framework to Capture Non-Local Interaction for Scalable Molecular Dynamics Simulation
773. ICLR 2024Long-Term Typhoon Trajectory Prediction: A Physics-Conditioned Approach Without Reanalysis Data
774. ICLR 2024MAPE-PPI: Towards Effective and Efficient Protein-Protein Interaction Prediction via Microenvironment-Aware Protein Embedding
775. ICLR 2024Mayfly: a Neural Data Structure for Graph Stream Summarization
776. ICLR 2024MgNO: Efficient Parameterization of Linear Operators via Multigrid
777. ICLR 2024Minimax optimality of convolutional neural networks for infinite dimensional input-output problems and separation from kernel methods
778. ICLR 2024MOFDiff: Coarse-grained Diffusion for Metal-Organic Framework Design
779. ICLR 2024Multimodal Molecular Pretraining via Modality Blending
780. ICLR 2024Neural Atoms: Propagating Long-range Interaction in Molecular Graphs through Efficient Communication Channel
781. ICLR 2024Neural Spectral Methods: Self-supervised learning in the spectral domain
782. ICLR 2024NuwaDynamics: Discovering and Updating in Causal Spatio-Temporal Modeling
783. ICLR 2024On the Posterior Distribution in Denoising: Application to Uncertainty Quantification
784. ICLR 2024Parsing neural dynamics with infinite recurrent switching linear dynamical systems
785. ICLR 2024PhyloGFN: Phylogenetic inference with generative flow networks
786. ICLR 2024PINNACLE: PINN Adaptive ColLocation and Experimental points selection
787. ICLR 2024PINNsFormer: A Transformer-Based Framework For Physics-Informed Neural Networks
788. ICLR 2024Pre-training Sequence, Structure, and Surface Features for Comprehensive Protein Representation Learning
789. ICLR 2024Predictive, scalable and interpretable knowledge tracing on structured domains
790. ICLR 2024Protein Discovery with Discrete Walk-Jump Sampling
791. ICLR 2024Protein Multimer Structure Prediction via Prompt Learning
792. ICLR 2024RDesign: Hierarchical Data-efficient Representation Learning for Tertiary Structure-based RNA Design
793. ICLR 2024Removing Biases from Molecular Representations via Information Maximization
794. ICLR 2024Rethinking the symmetry-preserving circuits for constrained variational quantum algorithms
795. ICLR 2024Retro-fallback: retrosynthetic planning in an uncertain world
796. ICLR 2024RetroBridge: Modeling Retrosynthesis with Markov Bridges
797. ICLR 2024Rigid Protein-Protein Docking via Equivariant Elliptic-Paraboloid Interface Prediction
798. ICLR 2024Robust Model-Based Optimization for Challenging Fitness Landscapes
799. ICLR 2024Scalable and Effective Implicit Graph Neural Networks on Large Graphs
800. ICLR 2024Scalable Diffusion for Materials Generation

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.