Paper Citation Record · LEDGER

Pixel-Resolved Long-Context Learning for Turbulence at Exascale: Resolving Small-scale Eddies Toward the Viscous Limit

As of 8 August 2026, this Paper Citation Record lists 33 of 33 outbound references and 0 inbound Pith citation observations for arXiv:2507.16697.

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pith.paper-citation-record.v1
2507.16697 v1

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Outbound references

Observation 78ffcee6-d5f5-4b58-90b5-086d3743b0f1 · outbound

This paper cites an unresolved cited work.

Pixel-Resolved Long-Context Learning for Turbulence at Exascale: Resolving Small-scale Eddies Toward the Viscous Limit Unresolved cited work

Reference 1

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Observation c26bd082-1e8d-4638-885e-d6043c977e13 · outbound

This paper cites Paradigms in turbulent combustion research,.

Pixel-Resolved Long-Context Learning for Turbulence at Exascale: Resolving Small-scale Eddies Toward the Viscous Limit Paradigms in turbulent combustion research,

Reference 2

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Observation e6b7c40a-12f0-4924-97ab-225e59b93d2d · outbound

This paper cites Electromagnetic effects on plasma microturbulence and transport,.

Pixel-Resolved Long-Context Learning for Turbulence at Exascale: Resolving Small-scale Eddies Toward the Viscous Limit Electromagnetic effects on plasma microturbulence and transport,

Reference 3

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This paper cites GPU-enabled extreme-scale turbulence simulations: Fourier pseudo-spectral algorithms at the ex- ascale using OpenMP offloading,.

Pixel-Resolved Long-Context Learning for Turbulence at Exascale: Resolving Small-scale Eddies Toward the Viscous Limit GPU-enabled extreme-scale turbulence simulations: Fourier pseudo-spectral algorithms at the ex- ascale using OpenMP offloading,

Reference 4

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Observation 5b36cdb8-09f4-4c94-b336-dd6e1ef737f8 · outbound

This paper cites ClimaX: A foundation model for weather and climate.

Pixel-Resolved Long-Context Learning for Turbulence at Exascale: Resolving Small-scale Eddies Toward the Viscous Limit ClimaX: A foundation model for weather and climate

Reference 5

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This paper cites A Foundation Model for the Earth System.

Pixel-Resolved Long-Context Learning for Turbulence at Exascale: Resolving Small-scale Eddies Toward the Viscous Limit A Foundation Model for the Earth System

Reference 6

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Observation 895dfbbc-95cc-4e41-887d-50fabd51e2df · outbound

This paper cites ORBIT: Oak Ridge Base Foundation Model for Earth System Predictability,.

Pixel-Resolved Long-Context Learning for Turbulence at Exascale: Resolving Small-scale Eddies Toward the Viscous Limit ORBIT: Oak Ridge Base Foundation Model for Earth System Predictability,

Reference 7

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Observation 316c0dea-59cf-4c5c-9109-0703d61abf8c · outbound

This paper cites A public turbulence database cluster and applications to study lagrangian evolution of velocity increments in turbulence,.

Pixel-Resolved Long-Context Learning for Turbulence at Exascale: Resolving Small-scale Eddies Toward the Viscous Limit A public turbulence database cluster and applications to study lagrangian evolution of velocity increments in turbulence,

Reference 8

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Observation 60bd9ead-dc3b-48a2-a079-f5b5200b5f38 · outbound

This paper cites System optimizations for enabling training of extreme long sequence transformer models,.

Pixel-Resolved Long-Context Learning for Turbulence at Exascale: Resolving Small-scale Eddies Toward the Viscous Limit System optimizations for enabling training of extreme long sequence transformer models,

Reference 9

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Observation 2529dc1a-cc78-4acf-bd0c-f1f04fafa9f1 · outbound

This paper cites Efficient Large-Scale Language Model Training on GPU Clusters Using Megatron-LM,.

Pixel-Resolved Long-Context Learning for Turbulence at Exascale: Resolving Small-scale Eddies Toward the Viscous Limit Efficient Large-Scale Language Model Training on GPU Clusters Using Megatron-LM,

Reference 10

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Observation 6a0d3513-9a0f-4006-886d-ce8e536cde91 · outbound

This paper cites RingAttention with Blockwise Transformers for Near-Infinite Context,.

Pixel-Resolved Long-Context Learning for Turbulence at Exascale: Resolving Small-scale Eddies Toward the Viscous Limit RingAttention with Blockwise Transformers for Near-Infinite Context,

Reference 11

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Observation 6fc06dd2-4763-47be-823d-be72d40a6be6 · outbound

This paper cites The Llama 3 Herd of Models.

Pixel-Resolved Long-Context Learning for Turbulence at Exascale: Resolving Small-scale Eddies Toward the Viscous Limit The Llama 3 Herd of Models

Reference 12

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This paper cites Llama3 with 1M Context Length,.

Pixel-Resolved Long-Context Learning for Turbulence at Exascale: Resolving Small-scale Eddies Toward the Viscous Limit Llama3 with 1M Context Length,

Reference 13

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Observation f8c5a209-778e-4ad5-824a-2689f3d135e1 · outbound

This paper cites Optimiza- tion of collective communication operations in MPICH,.

Pixel-Resolved Long-Context Learning for Turbulence at Exascale: Resolving Small-scale Eddies Toward the Viscous Limit Optimiza- tion of collective communication operations in MPICH,

Reference 14

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Observation acad507e-5144-41d1-b09f-2d99d78fe08d · outbound

This paper cites Multiple Physics Pretraining for Physical Surrogate Models.

Pixel-Resolved Long-Context Learning for Turbulence at Exascale: Resolving Small-scale Eddies Toward the Viscous Limit Multiple Physics Pretraining for Physical Surrogate Models

Reference 15

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Observation b93d2792-2d95-458e-b732-8d0dd6cdcfcf · outbound

This paper cites MATEY: multiscale adaptive foundation models for spatiotemporal physical systems.

Pixel-Resolved Long-Context Learning for Turbulence at Exascale: Resolving Small-scale Eddies Toward the Viscous Limit MATEY: multiscale adaptive foundation models for spatiotemporal physical systems

Reference 16

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Observation 25ee92e8-4cc4-4710-86fc-03fdd1d28318 · outbound

This paper cites Super-resolution reconstruction of turbulent flows with machine learning,.

Pixel-Resolved Long-Context Learning for Turbulence at Exascale: Resolving Small-scale Eddies Toward the Viscous Limit Super-resolution reconstruction of turbulent flows with machine learning,

Reference 17

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Observation e17805e2-92c2-41eb-8e04-b0431680e315 · outbound

This paper cites From Zero to Turbulence: Generative Modeling for 3D Flow Simulation.

Pixel-Resolved Long-Context Learning for Turbulence at Exascale: Resolving Small-scale Eddies Toward the Viscous Limit From Zero to Turbulence: Generative Modeling for 3D Flow Simulation

Reference 18

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This paper cites A transformer-based convolutional method to model inverse cascade in forced two-dimensional turbulence,.

Pixel-Resolved Long-Context Learning for Turbulence at Exascale: Resolving Small-scale Eddies Toward the Viscous Limit A transformer-based convolutional method to model inverse cascade in forced two-dimensional turbulence,

Reference 19

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Observation 2d2454db-7211-4a60-b92a-feb940aaf3e1 · outbound

This paper cites Towards physics-informed deep learning for turbulent flow prediction,.

Pixel-Resolved Long-Context Learning for Turbulence at Exascale: Resolving Small-scale Eddies Toward the Viscous Limit Towards physics-informed deep learning for turbulent flow prediction,

Reference 20

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Observation be1e7f2d-2891-415d-9a9c-95011279e1ef · outbound

This paper cites Single-snapshot machine learn- ing for super-resolution of turbulence,.

Pixel-Resolved Long-Context Learning for Turbulence at Exascale: Resolving Small-scale Eddies Toward the Viscous Limit Single-snapshot machine learn- ing for super-resolution of turbulence,

Reference 21

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This paper cites A multi-scale hybrid attention swin- transformer-based model for the super-resolution recon- struction of turbulence,.

Pixel-Resolved Long-Context Learning for Turbulence at Exascale: Resolving Small-scale Eddies Toward the Viscous Limit A multi-scale hybrid attention swin- transformer-based model for the super-resolution recon- struction of turbulence,

Reference 22

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Observation c80bef99-268b-407d-a8a4-4cd2b64f159c · outbound

This paper cites Concerning the Use of Turbulent Flow Data for Machine Learning.

Pixel-Resolved Long-Context Learning for Turbulence at Exascale: Resolving Small-scale Eddies Toward the Viscous Limit Concerning the Use of Turbulent Flow Data for Machine Learning

Reference 23

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Pixel-Resolved Long-Context Learning for Turbulence at Exascale: Resolving Small-scale Eddies Toward the Viscous Limit Swin transformer v2: Scaling up capacity and resolution,

Reference 24

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Observation 0297f75f-4f1b-4ae3-a4e5-ece3da976231 · outbound

This paper cites Horovod: fast and easy distributed deep learning in TensorFlow.

Pixel-Resolved Long-Context Learning for Turbulence at Exascale: Resolving Small-scale Eddies Toward the Viscous Limit Horovod: fast and easy distributed deep learning in TensorFlow

Reference 25

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This paper cites DISTFLASHATTN: Distributed memory- efficient attention for long-context LLMs training,.

Pixel-Resolved Long-Context Learning for Turbulence at Exascale: Resolving Small-scale Eddies Toward the Viscous Limit DISTFLASHATTN: Distributed memory- efficient attention for long-context LLMs training,

Reference 26

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This paper cites Tree Attention: Topology-aware Decoding for Long-Context Attention on GPU clusters.

Pixel-Resolved Long-Context Learning for Turbulence at Exascale: Resolving Small-scale Eddies Toward the Viscous Limit Tree Attention: Topology-aware Decoding for Long-Context Attention on GPU clusters

Reference 27

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This paper cites FlashAt- tention: Fast and memory-efficient exact attention with IO-awareness,.

Pixel-Resolved Long-Context Learning for Turbulence at Exascale: Resolving Small-scale Eddies Toward the Viscous Limit FlashAt- tention: Fast and memory-efficient exact attention with IO-awareness,

Reference 28

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Observation 8f6a88d6-00ad-4e06-9214-e95a3f49056e · outbound

This paper cites Johns Hopkins Turbulence Databases (JHTDB),.

Pixel-Resolved Long-Context Learning for Turbulence at Exascale: Resolving Small-scale Eddies Toward the Viscous Limit Johns Hopkins Turbulence Databases (JHTDB),

Reference 29

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Observation ff6493ce-705e-4a62-923f-7a78dd56bf7a · outbound

This paper cites Dissipation, enstrophy and pressure statistics in turbulence simula- tions at high Reynolds numbers,.

Pixel-Resolved Long-Context Learning for Turbulence at Exascale: Resolving Small-scale Eddies Toward the Viscous Limit Dissipation, enstrophy and pressure statistics in turbulence simula- tions at high Reynolds numbers,

Reference 30

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Observation 2edb6c87-aec5-48a7-a3c3-c84613e4d43d · outbound

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Pixel-Resolved Long-Context Learning for Turbulence at Exascale: Resolving Small-scale Eddies Toward the Viscous Limit Petascale direct numerical simulation of turbulent combustion—fundamental insights towards pre- dictive models,

Reference 31

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Observation b39692db-16b4-4d2f-ba3b-bc0d47aa0f8e · outbound

This paper cites Dynamics of tur- bulence strongly influenced by buoyancy,.

Pixel-Resolved Long-Context Learning for Turbulence at Exascale: Resolving Small-scale Eddies Toward the Viscous Limit Dynamics of tur- bulence strongly influenced by buoyancy,

Reference 32

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Observation f21f2208-3ac6-4813-b5fa-406ebf71f09e · outbound

This paper cites Green500 list – November 2023,.

Pixel-Resolved Long-Context Learning for Turbulence at Exascale: Resolving Small-scale Eddies Toward the Viscous Limit Green500 list – November 2023,

Reference 33

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