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

3,316 papers, page 2 of 67

51. CVPR 2026NS-Diff Fluid Navier-Stokes Guided Video Diffusion via Reinforcement Learning
52. CVPR 2026ODGS-SLAM Omnidirectional Gaussian Splatting SLAM
53. CVPR 2026On the Role of Temporal Granularity in the Robustness of
54. CVPR 2026ORSATR-X A Foundation Model based on Differential-and-Excitation Networks for Optical
55. CVPR 2026OSA Echocardiography Video Segmentation via Orthogonalized State Update and Anatomical
56. CVPR 2026PAD-Hand Physics-Aware Diffusion for Hand Motion Recovery
57. CVPR 2026PAMotion Physics-Aware Motion Generation for Full-Body Interaction with Multiple Objects
58. CVPR 2026PHANTOM Physics-Infused Video Generation via Joint Modeling of Visual and
59. CVPR 2026PHASE-Net Physics-Grounded Harmonic Attention System for Efficient Remote Photoplethysmography Measurement
60. CVPR 2026PhysGaia A Physics-aware Benchmark with Multi-Body Interactions for Dynamic Novel
61. CVPR 2026PhysHO Physics-Based Dynamic 3D Gaussian Human and Object from Monocular
62. CVPR 2026Physical Adversarial Clothing Evades Visible-Thermal Detectors via Non-Overlapping RGB-T Pattern
63. CVPR 2026Physically-Grounded Turbulence Mitigation with Frame-Shared Degradation Parameters
64. CVPR 2026Physics-Consistent Diffusion for Efficient Fluid Super-Resolution via Multiscale Residual Correction
65. CVPR 2026Physics-Guided Multistep Deformation Reversal for Ancient Bamboo Slip Restoration
66. CVPR 2026PhysInOne Visual Physics Learning and Reasoning in One Suite
67. CVPR 2026PhysSkin Real-Time and Generalizable Physics-Based Animation via Self-Supervised Neural Skinning
68. CVPR 2026PhysVid Physics Aware Local Conditioning for Generative Video Models
69. CVPR 2026PixARMesh Autoregressive Mesh-Native Single-View Scene Reconstruction
70. CVPR 2026PMRNet Physics-informed Multi-scale Refinement Network for Medical Image Segmentation
71. CVPR 2026ProgressiveAvatars Progressive Animatable 3D Gaussian Avatars
72. CVPR 2026Prompt-Free Universal Region Proposal Network
73. CVPR 2026Radiance Meshes for Volumetric Reconstruction
74. CVPR 2026RAMEN Resolution-Adjustable Multimodal Encoder for Earth Observation
75. CVPR 2026Rascene High-Fidelity 3D Scene Imaging with mmWave Communication Signals
76. CVPR 2026Relightable Holoported Characters Capturing and Relighting Dynamic Human Performance from
77. CVPR 2026Revisiting Unknowns Towards Effective and Efficient Open-Set Active Learning
78. CVPR 2026ReWeaver Towards Simulation-Ready and Topology-Accurate Garment Reconstruction
79. CVPR 2026RNED Rotary Number Encoding and Decoding for Medical VLMs
80. CVPR 2026Robust Spiking Neural Networks by Temporal Mutual Information
81. CVPR 2026SAME Sparse and Anchored Model Editing for Heterogeneous Incremental Learning
82. CVPR 2026See and Fix the Flaws Enabling VLMs and Diffusion Models
83. CVPR 2026Seeing Through Blur Tackling Defocus in Spike-Based Imaging
84. CVPR 2026Seeing through Light and Darkness Sensor-Physics Grounded Deblurring HDR NeRF
85. CVPR 2026Seeing Through the Noise Improving Infrared Small Target Detection and
86. CVPR 2026Semantic Foam Unifying Spatial and Semantic Scene Decomposition
87. CVPR 2026SIMPACT Simulation-Enabled Action Planning using Vision-Language Models
88. CVPR 2026Spectral Super-Resolution via Adversarial Unfolding and Data-Driven Spectrum Regularization From
89. CVPR 2026SpikeTrack High-performance and Energy-efficient Event-Based Object Tracking with Spiking Neural
90. CVPR 2026SPREAD Spatial-Physical REasoning via geometry Aware Diffusion
91. CVPR 2026TerraScope Pixel-Grounded Visual Reasoning for Earth Observation
92. CVPR 2026TESSERA Temporal Embeddings of Surface Spectra for Earth Representation and
93. CVPR 2026Towards High-resolution and Disentangled Reference-based Sketch Colorization
94. CVPR 2026TR2M Transferring Monocular Relative Depth to Metric Depth with Language
95. CVPR 2026UAV-CB A Complex-Background RGB-T Dataset and Local Frequency Bridge Network
96. CVPR 2026Underground Plant Exploration Non-Destructive 3D Root Assessment with GPR Based
97. CVPR 2026UniPixie Unified and Probabilistic 3D Physics Learning via Flow Matching
98. CVPR 2026UniPR Unified Object-level Real-to-Sim Perception and Reconstruction from a Single
99. CVPR 2026Upsample Anything A Simple and Hard to Beat Baseline for
100. CVPR 2026Volumetric Functional Maps

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.