Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T18:48:06.430445Z
Paper Citation Record · LEDGER
As of 7 August 2026, this Paper Citation Record lists 68 of 68 outbound references and 0 inbound Pith citation observations for arXiv:2507.07352.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T18:48:06.430445Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
68 of 68 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation a69bba29-6fea-44e1-8460-0bf120bf7387 · outbound
Machine Learning-driven Multiscale MD Workflows: The Mini-MuMMI Experience Top 500 supercomputers, 2024
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ed6b0401-860b-4d68-87a1-6e50db1a511a · outbound
Machine Learning-driven Multiscale MD Workflows: The Mini-MuMMI Experience Exascale software study: Software challenges in extreme scale systems
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 526cc47c-d262-4adb-a14c-70315efc86b7 · outbound
Machine Learning-driven Multiscale MD Workflows: The Mini-MuMMI Experience Running many molecular dynamics simulations on many supercomputers
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation de8673fb-177f-4d3d-9508-c18f1babdc42 · outbound
Machine Learning-driven Multiscale MD Workflows: The Mini-MuMMI Experience Scaling of multimillion-atom biological molecular dynamics simulation on a petascale supercomputer
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 59e412cc-8f53-4545-bff8-ecdef06fca24 · outbound
Machine Learning-driven Multiscale MD Workflows: The Mini-MuMMI Experience Hpc molecular simulation tries out a new gpu: Experiences on early amd test systems for the frontier supercomputer
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5e658cdc-aaff-4cda-ac6a-dcde0012328d · outbound
Machine Learning-driven Multiscale MD Workflows: The Mini-MuMMI Experience Marrink, H
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b4b6e420-ea7c-4f2d-9717-6081a792153a · outbound
Machine Learning-driven Multiscale MD Workflows: The Mini-MuMMI Experience Ingólfsson, Cesar A
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ef7d477a-a024-40c3-ae68-605b8c9a24ab · outbound
Machine Learning-driven Multiscale MD Workflows: The Mini-MuMMI Experience 100+ tflop solidification simulations on bluegene/l
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f8c324a5-e452-495f-8e77-4f933f6179fd · outbound
Machine Learning-driven Multiscale MD Workflows: The Mini-MuMMI Experience Unresolved cited work
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f4b1c81a-2369-40b7-9137-05368fc859e2 · outbound
Machine Learning-driven Multiscale MD Workflows: The Mini-MuMMI Experience Multiscale simulations of biological membranes: The challenge to understand biological phenomena in a living substance
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 52010c06-3896-433e-a319-8c21471246b8 · outbound
Machine Learning-driven Multiscale MD Workflows: The Mini-MuMMI Experience Multiscale modelling and simulation: a position pa- per
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b13d8e1c-ddc3-46ca-a9c4-db144ccae1c5 · outbound
Machine Learning-driven Multiscale MD Workflows: The Mini-MuMMI Experience Stansfeld and Mark S
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5dc86c3d-373d-46ee-bc99-c4df120a7784 · outbound
Machine Learning-driven Multiscale MD Workflows: The Mini-MuMMI Experience Moon, Xiaohua Zhang, Joseph R
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5b066c84-a1f4-4165-b8fe-e97071a12571 · outbound
Machine Learning-driven Multiscale MD Workflows: The Mini-MuMMI Experience Carpenter, Chris Neale, Sara Kokkila-Schumacher, Tomas Oppelstrup, Liam Stanton, Xiaohua Zhang, Shiv Sundram, Thomas R
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 68927d30-ec39-447e-9ee6-54f070de361c · outbound
Machine Learning-driven Multiscale MD Workflows: The Mini-MuMMI Experience Ingólfsson, Harsh Bhatia, Fikret Aydin, Tomas Oppelstrup, Cesar A
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b30b2de7-8fd5-456a-85c0-fb20fff51a16 · outbound
Machine Learning-driven Multiscale MD Workflows: The Mini-MuMMI Experience Multiscale scientific computation: Review 2001
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c1fd3346-0fcc-4054-94cd-f4aef0b8e443 · outbound
Machine Learning-driven Multiscale MD Workflows: The Mini-MuMMI Experience Hoekstra, and Joris Borgdorff
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3fa78eab-e35a-457f-887a-7bc1c55403e3 · outbound
Machine Learning-driven Multiscale MD Workflows: The Mini-MuMMI Experience Roadmap on multiscale materials modeling
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7716abdb-b78c-4052-be85-a9774e26acd9 · outbound
Machine Learning-driven Multiscale MD Workflows: The Mini-MuMMI Experience Ingólfsson, Chris Neale, Timothy S
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation af4d1d83-8ac8-4731-ba21-bf466a3d1c2d · outbound
Machine Learning-driven Multiscale MD Workflows: The Mini-MuMMI Experience Multiscale simulation of soft matter systems – from the atomistic to the coarse-grained level and back
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 033c8f39-f364-4402-9320-3f428ec63f90 · outbound
Machine Learning-driven Multiscale MD Workflows: The Mini-MuMMI Experience Carpenter, Felice C
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 64f69e86-7d10-4bb9-8dc0-7b23fd0c47eb · outbound
Machine Learning-driven Multiscale MD Workflows: The Mini-MuMMI Experience Stephany, Jeremy O
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 9d79d7d3-7b39-4110-9c8e-b4f50358203c · outbound
Machine Learning-driven Multiscale MD Workflows: The Mini-MuMMI Experience Unresolved cited work
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 06df308b-ea9c-43d2-a2f7-8789bed486a9 · outbound
Machine Learning-driven Multiscale MD Workflows: The Mini-MuMMI Experience Zuckerman and Lillian T
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation aa5521e4-62bc-4f43-95d4-37164037a49e · outbound
Machine Learning-driven Multiscale MD Workflows: The Mini-MuMMI Experience Carpenter, Helgi I
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 69cde5cf-3eb4-4087-afd8-a43da22153ae · outbound
Machine Learning-driven Multiscale MD Workflows: The Mini-MuMMI Experience Exaworks: Workflows for exascale
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ce5c1d22-0cee-409a-9283-e6139aacda3f · outbound
Machine Learning-driven Multiscale MD Workflows: The Mini-MuMMI Experience Doe advanced scientific computing advisory subcommittee (ascac) report: top ten exascale research challenges
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a063ff81-32e2-4634-9805-0f0bac7403ad · outbound
Machine Learning-driven Multiscale MD Workflows: The Mini-MuMMI Experience Generalized-ensemble algorithms: enhanced sampling techniques for monte carlo and molecular dynamics simulations
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 21fcc36c-b06e-4d4d-b20c-7ff91993cef1 · outbound
Machine Learning-driven Multiscale MD Workflows: The Mini-MuMMI Experience Performance assessment of ensembles of in situ workflows under resource constraints
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5c8b7c9e-0126-448b-8ee5-0b37b5b39af9 · outbound
Machine Learning-driven Multiscale MD Workflows: The Mini-MuMMI Experience Elsa: An efficient, adaptive ensemble learning-based sampling approach
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b74ff2d6-bebc-4e00-85f8-dd11badb6502 · outbound
Machine Learning-driven Multiscale MD Workflows: The Mini-MuMMI Experience Phillips, Klaus Schulten, and Christophe Chipot
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation cb01fff4-7ea6-45ac-ad22-d3a77b3b79ad · outbound
Machine Learning-driven Multiscale MD Workflows: The Mini-MuMMI Experience Sumpter, Ondrej Dyck, Sergei V
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 33ed771d-73b1-45de-8400-a7c4187f3930 · outbound
Machine Learning-driven Multiscale MD Workflows: The Mini-MuMMI Experience Ai-driven multiscale simulations illuminate mechanisms of sars-cov-2 spike dynamics
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c2450e10-7ce1-4b25-a23e-7424a8117b65 · outbound
Machine Learning-driven Multiscale MD Workflows: The Mini-MuMMI Experience Transparent in situ data transformations in adios
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 0f11f8d1-e958-4414-b57b-9ea51ddf24c6 · outbound
Machine Learning-driven Multiscale MD Workflows: The Mini-MuMMI Experience In-situ processing and visualization for ultrascale simulations
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ddf30315-95db-4ae1-81f7-00010d0693e5 · outbound
Machine Learning-driven Multiscale MD Workflows: The Mini-MuMMI Experience In situ methods, infrastructures, and applications on high performance computing platforms
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 0d47c797-1966-470d-a35f-637efd5b90ed · outbound
Machine Learning-driven Multiscale MD Workflows: The Mini-MuMMI Experience Accelerating scientific workflows on hpc platforms with in situ processing
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 9d922beb-9c72-402c-9eac-eaf8ea486ea8 · outbound
Machine Learning-driven Multiscale MD Workflows: The Mini-MuMMI Experience Combining in-situ and in-transit processing to enable extreme-scale scientific analysis
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 18b5278a-1f4f-42a0-a855-804e10aceeac · outbound
Machine Learning-driven Multiscale MD Workflows: The Mini-MuMMI Experience Ensemble toolkit: Scalable and flexible execution of ensembles of tasks
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 069bbfd3-60e1-4bed-89c3-9847f5595c63 · outbound
Machine Learning-driven Multiscale MD Workflows: The Mini-MuMMI Experience Enabling machine learning-ready hpc ensembles with merlin
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 39214734-bbdb-4740-9895-38b4871d5a15 · outbound
Machine Learning-driven Multiscale MD Workflows: The Mini-MuMMI Experience Tran, Albert H
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 225bd4ec-c53c-4d88-bcba-bcb05aef9d6e · outbound
Machine Learning-driven Multiscale MD Workflows: The Mini-MuMMI Experience Unresolved cited work
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ba7cf806-92b9-4d43-87ca-33dbe006ff9f · outbound
Machine Learning-driven Multiscale MD Workflows: The Mini-MuMMI Experience Unresolved cited work
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 30c6ddd8-0192-4e1f-ba80-2092737add6e · outbound
Machine Learning-driven Multiscale MD Workflows: The Mini-MuMMI Experience Tackling exascale software challenges in molecular dynamics simulations with gromacs
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e77fdee1-da74-4fd6-809b-337034bff52e · outbound
Machine Learning-driven Multiscale MD Workflows: The Mini-MuMMI Experience Carpenter, Tomas Oppelstrup, Xiaohua Zhang, Peer-Timo Bremer, Fred Streitz, Felice C
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 9989ac80-ad10-460d-8fd3-194d3d5c3e24 · outbound
Machine Learning-driven Multiscale MD Workflows: The Mini-MuMMI Experience Klepeis, Kresten Lindorff-Larsen, Ron O
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation af7e2a30-2a39-4030-9783-7c8204957f07 · outbound
Machine Learning-driven Multiscale MD Workflows: The Mini-MuMMI Experience Lammps-a flexible simulation tool for particle-based materials modeling at the atomic, meso, and continuum scales
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 378eb9dd-d5b9-4ee1-a22b-517dcfe7b0a9 · outbound
Machine Learning-driven Multiscale MD Workflows: The Mini-MuMMI Experience Lyman, J
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b5c2d3dc-e6ab-4eac-840c-9780936fe346 · outbound
Machine Learning-driven Multiscale MD Workflows: The Mini-MuMMI Experience Zhang, L
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d013b0d1-134d-4a53-8c9a-e719e5e3f3a2 · outbound
Machine Learning-driven Multiscale MD Workflows: The Mini-MuMMI Experience Oppelstrup, L
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 55860e2a-b023-45d7-b20b-c33fc9b11485 · outbound
Machine Learning-driven Multiscale MD Workflows: The Mini-MuMMI Experience Unresolved cited work
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ecef4b65-2835-485c-9ecc-2544ea97752d · outbound
Machine Learning-driven Multiscale MD Workflows: The Mini-MuMMI Experience Unresolved cited work
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 8298edc5-1163-4a06-bb92-c4aa6b6fa23b · outbound
Machine Learning-driven Multiscale MD Workflows: The Mini-MuMMI Experience Ingólfsson, Harsh Bhatia, Talia Zeppelin, W
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 52de9ef1-2faf-45b4-a8a9-cd4f9a07846b · outbound
Machine Learning-driven Multiscale MD Workflows: The Mini-MuMMI Experience Unresolved cited work
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 097d79fb-a41a-4996-a134-46ef79f37d0b · outbound
Machine Learning-driven Multiscale MD Workflows: The Mini-MuMMI Experience Wassenaar, Helgi I
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 88f8f922-cbfa-49ab-bc31-26543f4240f2 · outbound
Machine Learning-driven Multiscale MD Workflows: The Mini-MuMMI Experience RabbitMQ in action: distributed messaging for everyone
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 9bc9c1c0-022c-47a8-9596-f7cfe9148b64 · outbound
Machine Learning-driven Multiscale MD Workflows: The Mini-MuMMI Experience Maestro workflow conductor
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation cbd6306a-929d-46e1-8344-5919f197891a · outbound
Machine Learning-driven Multiscale MD Workflows: The Mini-MuMMI Experience Slurm: Simple linux utility for resource management
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 52bbd291-6123-4481-9af5-e62f4c0ab83f · outbound
Machine Learning-driven Multiscale MD Workflows: The Mini-MuMMI Experience Scalable, fault-tolerant job step management for high performance systems
Reference 59
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 48f3cf1e-6eb3-4115-83fa-0c23d2d4f196 · outbound
Machine Learning-driven Multiscale MD Workflows: The Mini-MuMMI Experience Flux: Overcoming scheduling challenges for exascale workflows
Reference 60
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 8b8fb61a-4a7d-4a5d-aef0-0140ae1f9668 · outbound
Machine Learning-driven Multiscale MD Workflows: The Mini-MuMMI Experience Resilience-aware resource management for exascale computing systems
Reference 61
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 549bd291-474f-497d-81b6-7e793fc534ea · outbound
Machine Learning-driven Multiscale MD Workflows: The Mini-MuMMI Experience The spack package manager: bringing order to hpc software chaos
Reference 62
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a4a0df24-b8ab-46f5-a252-0e639323d330 · outbound
Machine Learning-driven Multiscale MD Workflows: The Mini-MuMMI Experience Streitz, James N
Reference 63
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 71673210-34c3-4f0f-b3ef-9ba032fb5ba6 · outbound
Machine Learning-driven Multiscale MD Workflows: The Mini-MuMMI Experience Unresolved cited work
Reference 64
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 25772476-e90b-468c-93e0-f87a8b2ee4ac · outbound
Machine Learning-driven Multiscale MD Workflows: The Mini-MuMMI Experience Redis in Action
Reference 65
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 49a1e944-c164-4e82-9326-1875c5c1b412 · outbound
Machine Learning-driven Multiscale MD Workflows: The Mini-MuMMI Experience Container utilization at doe compute facilities
Reference 66
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3817a437-573c-481f-869b-82621b8b0d98 · outbound
Machine Learning-driven Multiscale MD Workflows: The Mini-MuMMI Experience O’Reilly Media, Inc
Reference 67
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 880fec8c-d20f-4ec5-80da-68268a68356a · outbound
Machine Learning-driven Multiscale MD Workflows: The Mini-MuMMI Experience One step closer to converged computing: Achieving scalability with cloud-native hpc
Reference 68
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
No inbound Pith citation observations are available.