# \#aiml **URL:** https://awg.osdr.space/tag/aiml/5.md [Latest](https://awg.osdr.space/latest.md) · [Categories](https://awg.osdr.space/categories.md) · [Tags](https://awg.osdr.space/tags.md) --- ## [Anthropic open call for guest investigators in the life sciences](https://awg.osdr.space/t/anthropic-open-call-for-guest-investigators-in-the-life-sciences/4770)
**Author:** [@SamGallaher](https://awg.osdr.space/u/SamGallaher)\ **Replies:** 1\ **Last updated:** [October 23, 2026, 5:59pm UTC](https://awg.osdr.space/t/anthropic-open-call-for-guest-investigators-in-the-life-sciences/4770 "2026-10-23T17:59:06Z")
Anthropic is currently accepting applications for its Guest Investigator Pr… --- ## [Digital Twin to Model the Effect of Spaceflight on the Retina](https://awg.osdr.space/t/digital-twin-to-model-the-effect-of-spaceflight-on-the-retina/417)
**Author:** [@jgong](https://awg.osdr.space/u/jgong)\ **Replies:** 182\ **Last updated:** [October 23, 2026, 5:33am UTC](https://awg.osdr.space/t/digital-twin-to-model-the-effect-of-spaceflight-on-the-retina/417 "2026-10-23T05:33:37Z")
We are investigating the effect of spaceflight on gene expression of retina through the RR9 dataset (combining other RR datasets), build data augmentation methods and digital twin models to make currently rather limited dataset more useful. This is a subgroup of AWG AIML. -=-=-=- EDIT BY LAUREN: For everyone new to this project, our subgroup lead Dr. Jian Gong gave a great talk on the goals of this project in the 2024 AWG Symposium: https://youtu.be/psrO38DP454?si=jmuOL8y3iotErWMn&t=1964 He… --- ## [MCP-GeneLabKG: Beta Testers Needed!](https://awg.osdr.space/t/mcp-genelabkg-beta-testers-needed/4237)
**Author:** [@asaravia](https://awg.osdr.space/u/asaravia)\ **Replies:** 10\ **Last updated:** [October 21, 2026, 3:13pm UTC](https://awg.osdr.space/t/mcp-genelabkg-beta-testers-needed/4237 "2026-10-21T15:13:17Z")
We are looking for beta testers to test the up-coming Model Context Protoco… --- ## [DNA Damage Microscopy Image Classification Project](https://awg.osdr.space/t/dna-damage-microscopy-image-classification-project/429)
**Author:** [@evartsb](https://awg.osdr.space/u/evartsb)\ **Replies:** 84\ **Last updated:** [October 18, 2026, 5:19pm UTC](https://awg.osdr.space/t/dna-damage-microscopy-image-classification-project/429 "2026-10-18T17:19:28Z")
This project focuses on the analysis and classification of fluorescence microscopy images of mouse fibroblast cells irradiated with either Fe particles or X-ray, and the characterization of DNA damage indicated by 53BP1 … --- ## [PP AWG Bioinformatics Sub-Group](https://awg.osdr.space/t/pp-awg-bioinformatics-sub-group/3972)
**Author:** [@Alex](https://awg.osdr.space/u/Alex)\ **Replies:** 23\ **Last updated:** [October 18, 2026, 4:49pm UTC](https://awg.osdr.space/t/pp-awg-bioinformatics-sub-group/3972 "2026-10-18T16:49:45Z")
This is the kick-off thread for the Planetary Protection AWG @PPawg Bioinfo… --- ## [Analog2Orbit: can ground microgravity analogs actually predict real spaceflight biology?](https://awg.osdr.space/t/analog2orbit-can-ground-microgravity-analogs-actually-predict-real-spaceflight-biology/4722)
**Author:** [@Dhruvjain20](https://awg.osdr.space/u/Dhruvjain20)\ **Replies:** 13\ **Last updated:** [October 15, 2026, 5:33pm UTC](https://awg.osdr.space/t/analog2orbit-can-ground-microgravity-analogs-actually-predict-real-spaceflight-biology/4722 "2026-10-15T17:33:52Z")
I’ve been working on a project called Analog2Orbit using public NASA OSDR d… --- ## [First AIML AWG Meeting](https://awg.osdr.space/t/first-aiml-awg-meeting/4732)
**Author:** [@TidyOwl11](https://awg.osdr.space/u/TidyOwl11)\ **Replies:** 0\ **Last updated:** [October 14, 2026, 4:50pm UTC](https://awg.osdr.space/t/first-aiml-awg-meeting/4732 "2026-10-14T16:50:09Z")
Attending the AI/ML Analysis Working Group (AWG) monthly meeting and learni… --- ## [Exosome-Based Biomarkers for Spaceflight Project](https://awg.osdr.space/t/exosome-based-biomarkers-for-spaceflight-project/2612)
**Author:** [@kykamal](https://awg.osdr.space/u/kykamal)\ **Replies:** 63\ **Last updated:** [September 18, 2026, 3:03pm UTC](https://awg.osdr.space/t/exosome-based-biomarkers-for-spaceflight-project/2612 "2026-09-18T15:03:50Z")
Summary This collaborative Exosome-Based Biomarkers Project, led by @kykam… --- ## [Can frontier LLMs accurately interpret spaceflight biology? RR-10 benchmark & interactive 3D viewer](https://awg.osdr.space/t/can-frontier-llms-accurately-interpret-spaceflight-biology-rr-10-benchmark-interactive-3d-viewer/4569)
**Author:** [@GasMan](https://awg.osdr.space/u/GasMan)\ **Replies:** 18\ **Last updated:** [October 7, 2026, 7:56pm UTC](https://awg.osdr.space/t/can-frontier-llms-accurately-interpret-spaceflight-biology-rr-10-benchmark-interactive-3d-viewer/4569 "2026-10-07T19:56:52Z")
Hi everyone, @AIMLawg I wanted to share an open-science project I put toge… --- ## [Causal Inference Sub Group 2025](https://awg.osdr.space/t/causal-inference-sub-group-2025/1720)
**Author:** [@pmisra30](https://awg.osdr.space/u/pmisra30)\ **Replies:** 92\ **Last updated:** [September 22, 2026, 6:02pm UTC](https://awg.osdr.space/t/causal-inference-sub-group-2025/1720 "2026-09-22T18:02:47Z")
Dear all, Thanks a lot for showing active interest in this subgroup & resp… --- ## [HBISS Recap: The Foundation Model Revolution for Structured Data; Frank Hutter, Prior Labs. Sept 22, 2026](https://awg.osdr.space/t/hbiss-recap-the-foundation-model-revolution-for-structured-data-frank-hutter-prior-labs-sept-22-2026/4667)
**Author:** [@rtscott2001](https://awg.osdr.space/u/rtscott2001)\ **Replies:** 0\ **Last updated:** [September 22, 2026, 5:47pm UTC](https://awg.osdr.space/t/hbiss-recap-the-foundation-model-revolution-for-structured-data-frank-hutter-prior-labs-sept-22-2026/4667 "2026-09-22T17:47:47Z")
Hi @AWGall September 22, 2026 Today’s Horizons in Biosciences and I… --- ## [Join the CDSS Subgroup!](https://awg.osdr.space/t/join-the-cdss-subgroup/3944)
**Author:** [@Ritika\_Saha](https://awg.osdr.space/u/Ritika_Saha)\ **Replies:** 81\ **Last updated:** [September 21, 2026, 11:37am UTC](https://awg.osdr.space/t/join-the-cdss-subgroup/3944 "2026-09-21T11:37:43Z")
Hello everyone @AIMLawg ! We are excited to announce the formation of the … --- ## [Introduction – Lakshitha Manivannane | Bioinformatics undergrad Student](https://awg.osdr.space/t/introduction-lakshitha-manivannane-bioinformatics-undergrad-student/4631)
**Author:** [@lakshithamanivannane](https://awg.osdr.space/u/lakshithamanivannane)\ **Replies:** 1\ **Last updated:** [September 17, 2026, 6:59pm UTC](https://awg.osdr.space/t/introduction-lakshitha-manivannane-bioinformatics-undergrad-student/4631 "2026-09-17T18:59:01Z")
Hi everyone! I’m Lakshitha, a second-year B.Tech Bioinformatics student fro… --- ## [Spiking Neural Network Model of Von Economo Neurons: Connecting Computational Neuroscience to Spaceflight Cognitive Performance](https://awg.osdr.space/t/spiking-neural-network-model-of-von-economo-neurons-connecting-computational-neuroscience-to-spaceflight-cognitive-performance/4045)
**Author:** [@esilakeskin](https://awg.osdr.space/u/esilakeskin)\ **Replies:** 19\ **Last updated:** [September 17, 2026, 11:38am UTC](https://awg.osdr.space/t/spiking-neural-network-model-of-von-economo-neurons-connecting-computational-neuroscience-to-spaceflight-cognitive-performance/4045 "2026-09-17T11:38:03Z")
Hi everyone! I’m Esila, a 2nd year Computer Science student at UWE Bristol … --- ## [Interested in starting a new project? Interested in AI?](https://awg.osdr.space/t/interested-in-starting-a-new-project-interested-in-ai/4501)
**Author:** [@rtscott2001](https://awg.osdr.space/u/rtscott2001)\ **Replies:** 5\ **Last updated:** [September 17, 2026, 12:39am UTC](https://awg.osdr.space/t/interested-in-starting-a-new-project-interested-in-ai/4501 "2026-09-17T00:39:08Z")
Hi @AWGall There have been a number of questions about which projects coul… --- ## [Proposal: Multi-Modal AI Analysis of Systemic Cross-Talk in Spaceflight (OSD-914)](https://awg.osdr.space/t/proposal-multi-modal-ai-analysis-of-systemic-cross-talk-in-spaceflight-osd-914/4074)
**Author:** [@Pratheek](https://awg.osdr.space/u/Pratheek)\ **Replies:** 9\ **Last updated:** [September 14, 2026, 10:03am UTC](https://awg.osdr.space/t/proposal-multi-modal-ai-analysis-of-systemic-cross-talk-in-spaceflight-osd-914/4074 "2026-09-14T10:03:33Z")
Dear AWG Members, I’m introducing a new project idea for the AI/ML AWG focu… --- ## [Validating Hybrid AI-Physics Pipelines on Noisy Datasets (TESS Exoplanet Detection)](https://awg.osdr.space/t/validating-hybrid-ai-physics-pipelines-on-noisy-datasets-tess-exoplanet-detection/4603)
**Author:** [@Udayan](https://awg.osdr.space/u/Udayan)\ **Replies:** 0\ **Last updated:** [September 13, 2026, 7:50pm UTC](https://awg.osdr.space/t/validating-hybrid-ai-physics-pipelines-on-noisy-datasets-tess-exoplanet-detection/4603 "2026-09-13T19:50:34Z")
Hi everyone, ​I introduced myself briefly when I first joined the AWG, but… --- ## [AI-Readiness in Space Omics Data](https://awg.osdr.space/t/ai-readiness-in-space-omics-data/1535)
**Author:** [@pmadrigal](https://awg.osdr.space/u/pmadrigal)\ **Replies:** 5\ **Last updated:** [September 13, 2026, 1:44pm UTC](https://awg.osdr.space/t/ai-readiness-in-space-omics-data/1535 "2026-09-13T13:44:25Z")
Hi all, As I announced during the last AWG AI/ML monthly meeting, I am coordinating a collaboration between ISSOP (International Standards for Space Omics Processing) and the AI/ML awg communities. The goal of the collaboration is to research and elaborate a perspective article focused on AI-readiness in space omics data, including standards, guidelines, or recommendations for space agencies, but with broad applications to other non-space omics data resources as well. If you would like to con… --- ## [New Plant Growth Chamber Subgroup](https://awg.osdr.space/t/new-plant-growth-chamber-subgroup/3926)
**Author:** [@amanda](https://awg.osdr.space/u/amanda)\ **Replies:** 62\ **Last updated:** [September 6, 2026, 2:01am UTC](https://awg.osdr.space/t/new-plant-growth-chamber-subgroup/3926 "2026-09-06T02:01:22Z")
Dear AWG Members, I’m introducing a new project idea for the PlantAWG: Pla… --- ## [Claude Science x NASA OSDR - thoughts?](https://awg.osdr.space/t/claude-science-x-nasa-osdr-thoughts/4319)
**Author:** [@slantin](https://awg.osdr.space/u/slantin)\ **Replies:** 6\ **Last updated:** [September 3, 2026, 10:36pm UTC](https://awg.osdr.space/t/claude-science-x-nasa-osdr-thoughts/4319 "2026-09-03T22:36:40Z")
Thought this might be interesting to some of you: my brother (Tim Lantin, B… --- ## [HBISS: The Foundation Model Revolution for Structured Data; Frank Hutter, Prior Labs, 9/22](https://awg.osdr.space/t/hbiss-the-foundation-model-revolution-for-structured-data-frank-hutter-prior-labs-9-22/4555)
**Author:** [@rtscott2001](https://awg.osdr.space/u/rtscott2001)\ **Replies:** 0\ **Last updated:** [August 31, 2026, 11:41pm UTC](https://awg.osdr.space/t/hbiss-the-foundation-model-revolution-for-structured-data-frank-hutter-prior-labs-9-22/4555 "2026-08-31T23:41:51Z")
Event: Horizons in Biosciences & Informatics Seminar Series (HBISS) What: … --- ## [\[CDSS Subgroup\] Technical Architecture & Integration Proposal: MGSACore Framework](https://awg.osdr.space/t/cdss-subgroup-technical-architecture-integration-proposal-mgsacore-framework/4548)
**Author:** [@VanessaMontiel](https://awg.osdr.space/u/VanessaMontiel)\ **Replies:** 0\ **Last updated:** [August 28, 2026, 5:59pm UTC](https://awg.osdr.space/t/cdss-subgroup-technical-architecture-integration-proposal-mgsacore-framework/4548 "2026-08-28T17:59:48Z")
Hi everyone, Following up on our recent CDSS working group discussion rega… --- ## [AI/ML Approaches for Space Biology Research and Analysis](https://awg.osdr.space/t/ai-ml-approaches-for-space-biology-research-and-analysis/4539)
**Author:** [@Khushhaal](https://awg.osdr.space/u/Khushhaal)\ **Replies:** 1\ **Last updated:** [August 26, 2026, 6:06pm UTC](https://awg.osdr.space/t/ai-ml-approaches-for-space-biology-research-and-analysis/4539 "2026-08-26T18:06:08Z")
\`I’m interested in exploring how AI/ML can be applied to space biology rese… --- ## [Join Our Team: Advance AI-Driven Adverse Outcome Pathway (AOP) Development](https://awg.osdr.space/t/join-our-team-advance-ai-driven-adverse-outcome-pathway-aop-development/1427)
**Author:** [@vinita.chauhan](https://awg.osdr.space/u/vinita.chauhan)\ **Replies:** 16\ **Last updated:** [August 24, 2026, 5:29pm UTC](https://awg.osdr.space/t/join-our-team-advance-ai-driven-adverse-outcome-pathway-aop-development/1427 "2026-08-24T17:29:09Z")
Are you experienced in AI/ML and passionate about advancing scientific rese… --- ## [New AI/ML AWG Member — Rudra Vable](https://awg.osdr.space/t/new-ai-ml-awg-member-rudra-vable/4521)
**Author:** [@BAT\_MAN](https://awg.osdr.space/u/BAT_MAN)\ **Replies:** 0\ **Last updated:** [August 23, 2026, 7:09pm UTC](https://awg.osdr.space/t/new-ai-ml-awg-member-rudra-vable/4521 "2026-08-23T19:09:16Z")
Hi everyone, I’m Rudra, a B.Tech Computer Science student from ITM SLS Bar… --- ## [\# Introduction — New OSDR-AWG Member](https://awg.osdr.space/t/introduction-new-osdr-awg-member/4503)
**Author:** [@nks210000](https://awg.osdr.space/u/nks210000)\ **Replies:** 3\ **Last updated:** [August 21, 2026, 9:09am UTC](https://awg.osdr.space/t/introduction-new-osdr-awg-member/4503 "2026-08-21T09:09:34Z")
Hello everyone! :waving\_hand: I’m Naman, a B.Tech student, and I’m excited… --- ## [Compartment-specific PLP1, KCNQ2 and OXPHOS signatures in the NASA RR-3 brain dataset: spatial transcriptomic observations (manuscript in preparation)](https://awg.osdr.space/t/compartment-specific-plp1-kcnq2-and-oxphos-signatures-in-the-nasa-rr-3-brain-dataset-spatial-transcriptomic-observations-manuscript-in-preparation/4406)
**Author:** [@esilakeskin](https://awg.osdr.space/u/esilakeskin)\ **Replies:** 0\ **Last updated:** [August 2, 2026, 11:29am UTC](https://awg.osdr.space/t/compartment-specific-plp1-kcnq2-and-oxphos-signatures-in-the-nasa-rr-3-brain-dataset-spatial-transcriptomic-observations-manuscript-in-preparation/4406 "2026-08-02T11:29:12Z")
Hi everyone, For those who haven’t seen my earlier post: I’ve been working… --- ## [How Could a Dataset of Every Human Space Traveler Advance Spaceflight Research?](https://awg.osdr.space/t/how-could-a-dataset-of-every-human-space-traveler-advance-spaceflight-research/4334)
**Author:** [@Michael.Birchfield](https://awg.osdr.space/u/Michael.Birchfield)\ **Replies:** 2\ **Last updated:** [July 28, 2026, 10:02am UTC](https://awg.osdr.space/t/how-could-a-dataset-of-every-human-space-traveler-advance-spaceflight-research/4334 "2026-07-28T10:02:20Z")
Hello AWG members, @SpaceEpiAWG @MultiOmicsAWG OSMED is hosting a public J… --- ## [NVIDIA Open Models Codefest Hackathon](https://awg.osdr.space/t/nvidia-open-models-codefest-hackathon/4323)
**Author:** [@SamGallaher](https://awg.osdr.space/u/SamGallaher)\ **Replies:** 2\ **Last updated:** [July 25, 2026, 6:37am UTC](https://awg.osdr.space/t/nvidia-open-models-codefest-hackathon/4323 "2026-07-25T06:37:23Z")
I came across the NVIDIA Open Models Codefest and thought it might be of in… --- ## [Hello everyone! Excited to join the AI/ML Analysis Working Group](https://awg.osdr.space/t/hello-everyone-excited-to-join-the-ai-ml-analysis-working-group/4349)
**Author:** [@pittala\_soujanya](https://awg.osdr.space/u/pittala_soujanya)\ **Replies:** 1\ **Last updated:** [July 24, 2026, 5:32pm UTC](https://awg.osdr.space/t/hello-everyone-excited-to-join-the-ai-ml-analysis-working-group/4349 "2026-07-24T17:32:52Z")
Hello everyone! Excited to join the AI/ML Analysis Working Group Hi everyon… [Next page](https://awg.osdr.space/tag/aiml/5.md?match_all_tags=true&page=1&tags%5B%5D=aiml)