# AIML AWG Open Projects **URL:** https://awg.osdr.space/c/awg-projects/aiml-awg-open-projects/22.md [Latest](https://awg.osdr.space/latest.md) · [Categories](https://awg.osdr.space/categories.md) · [Tags](https://awg.osdr.space/tags.md) --- ## [About the AIML AWG Open Projects category](https://awg.osdr.space/t/about-the-aiml-awg-open-projects-category/390)
**Author:** [@rtscott2001](https://awg.osdr.space/u/rtscott2001)\ **Replies:** 0\ **Last updated:** [May 24, 2024, 12:23am UTC](https://awg.osdr.space/t/about-the-aiml-awg-open-projects-category/390 "2024-05-24T00:23:40Z")
This category is for discussions about emerging technologies and innovation… --- ## [LEO Dosimetry – SAA/GCR Separation Using ML - New subgroup](https://awg.osdr.space/t/leo-dosimetry-saa-gcr-separation-using-ml-new-subgroup/3665)
**Author:** [@martin](https://awg.osdr.space/u/martin)\ **Replies:** 117\ **Last updated:** [September 24, 2026, 5:16am UTC](https://awg.osdr.space/t/leo-dosimetry-saa-gcr-separation-using-ml-new-subgroup/3665 "2026-09-24T05:16:32Z")
Dear AIMLawg team, I would like to propose a collaboration on a project th… --- ## [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:** 168\ **Last updated:** [September 24, 2026, 4:36am UTC](https://awg.osdr.space/t/digital-twin-to-model-the-effect-of-spaceflight-on-the-retina/417 "2026-09-24T04:36:45Z")
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… --- ## [Anomaly Detection](https://awg.osdr.space/t/anomaly-detection/532)
**Author:** [@mboerrigter](https://awg.osdr.space/u/mboerrigter)\ **Replies:** 7\ **Last updated:** [September 22, 2026, 6:04pm UTC](https://awg.osdr.space/t/anomaly-detection/532 "2026-09-22T18:04:13Z")
@AIMLawg Project focused on analyzing radiation and other telemetry data from the ISS. --- ## [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… --- ## [AI/ML for space biology course temporarily offline](https://awg.osdr.space/t/ai-ml-for-space-biology-course-temporarily-offline/4204)
**Author:** [@james.casaletto](https://awg.osdr.space/u/james.casaletto)\ **Replies:** 9\ **Last updated:** [September 21, 2026, 6:04pm UTC](https://awg.osdr.space/t/ai-ml-for-space-biology-course-temporarily-offline/4204 "2026-09-21T18:04:36Z")
Dear AWG members As a result of the Canvas Free-for-teacher ransom hack, t… --- ## [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 … --- ## [CDSS subgroup project](https://awg.osdr.space/t/cdss-subgroup-project/3853)
**Author:** [@lauren.sanders](https://awg.osdr.space/u/lauren.sanders)\ **Replies:** 180\ **Last updated:** [September 16, 2026, 8:00am UTC](https://awg.osdr.space/t/cdss-subgroup-project/3853 "2026-09-16T08:00:11Z")
Hi @AIMLawg thank you for a great meeting today! We had several members ex… --- ## [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… --- ## [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:** 83\ **Last updated:** [August 21, 2026, 3:37am UTC](https://awg.osdr.space/t/dna-damage-microscopy-image-classification-project/429 "2026-08-21T03:37:08Z")
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 … --- ## [AI/ML Subgroup for Genetic Perturbation Predictive Modeling (GPPM)](https://awg.osdr.space/t/ai-ml-subgroup-for-genetic-perturbation-predictive-modeling-gppm/3147)
**Author:** [@liamfj17](https://awg.osdr.space/u/liamfj17)\ **Replies:** 44\ **Last updated:** [June 1, 2026, 8:59pm UTC](https://awg.osdr.space/t/ai-ml-subgroup-for-genetic-perturbation-predictive-modeling-gppm/3147 "2026-06-01T20:59:17Z")
Genetic Perturbation Predictive Modeling We are excited to introduce a … --- ## [Sharing Project Report – Data Mining for Space Habitats](https://awg.osdr.space/t/sharing-project-report-data-mining-for-space-habitats/3397)
**Author:** [@kjenkins](https://awg.osdr.space/u/kjenkins)\ **Replies:** 10\ **Last updated:** [March 10, 2026, 8:19pm UTC](https://awg.osdr.space/t/sharing-project-report-data-mining-for-space-habitats/3397 "2026-03-10T20:19:00Z")
Hi everyone, Thank you again for the great discussion at this week’s AI/ML… --- ## [🧬 AWG Update: Benchmarking AI Scientific Integrity (v5.0.1)](https://awg.osdr.space/t/awg-update-benchmarking-ai-scientific-integrity-v5-0-1/3921)
**Author:** [@GasMan](https://awg.osdr.space/u/GasMan)\ **Replies:** 5\ **Last updated:** [February 26, 2026, 5:51am UTC](https://awg.osdr.space/t/awg-update-benchmarking-ai-scientific-integrity-v5-0-1/3921 "2026-02-26T05:51:09Z")
Hi everyone, Better late than never, I’m thrilled to be diving more here. … --- ## [Benchmarking SAA Separation & Sensor Integrity (Project SquidSaa)](https://awg.osdr.space/t/benchmarking-saa-separation-sensor-integrity-project-squidsaa/3858)
**Author:** [@GasMan](https://awg.osdr.space/u/GasMan)\ **Replies:** 0\ **Last updated:** [February 12, 2026, 1:59am UTC](https://awg.osdr.space/t/benchmarking-saa-separation-sensor-integrity-project-squidsaa/3858 "2026-02-12T01:59:02Z")
Hi everyone, I’ve been deep in the “engine room” for the last few weeks fo… --- ## [Looking for Collaborators-Building AI That Keeps Space Sensors Honest](https://awg.osdr.space/t/looking-for-collaborators-building-ai-that-keeps-space-sensors-honest/3686)
**Author:** [@Rinsdew](https://awg.osdr.space/u/Rinsdew)\ **Replies:** 27\ **Last updated:** [February 9, 2026, 10:32am UTC](https://awg.osdr.space/t/looking-for-collaborators-building-ai-that-keeps-space-sensors-honest/3686 "2026-02-09T10:32:58Z")
Hi everyone! I’m looking for a small number of collaborators for a researc… --- ## [Progress on AI Space IMU Drift Prediction + Looking for Collaborations](https://awg.osdr.space/t/progress-on-ai-space-imu-drift-prediction-looking-for-collaborations/3842)
**Author:** [@Rinsdew](https://awg.osdr.space/u/Rinsdew)\ **Replies:** 0\ **Last updated:** [February 5, 2026, 10:52pm UTC](https://awg.osdr.space/t/progress-on-ai-space-imu-drift-prediction-looking-for-collaborations/3842 "2026-02-05T22:52:18Z")
Hello everyone — I wanted to share an update on the project I posted about … --- ## [Integrated risk prevention and displacement coordination system using earth observation](https://awg.osdr.space/t/integrated-risk-prevention-and-displacement-coordination-system-using-earth-observation/3771)
**Author:** [@Frank2025gt](https://awg.osdr.space/u/Frank2025gt)\ **Replies:** 0\ **Last updated:** [January 20, 2026, 9:40am UTC](https://awg.osdr.space/t/integrated-risk-prevention-and-displacement-coordination-system-using-earth-observation/3771 "2026-01-20T09:40:56Z")
Detailed Report on Interstellar Comet 3I/ATLAS (C/2025 N1) Executive Summa… --- ## [Mood Tracker with Sleep and Financial APIs with AI Prediction](https://awg.osdr.space/t/mood-tracker-with-sleep-and-financial-apis-with-ai-prediction/3557)
**Author:** [@camipatri523](https://awg.osdr.space/u/camipatri523)\ **Replies:** 1\ **Last updated:** [October 29, 2025, 7:25pm UTC](https://awg.osdr.space/t/mood-tracker-with-sleep-and-financial-apis-with-ai-prediction/3557 "2025-10-29T19:25:55Z")
Hey Everybody, I am a MSc Computer Science student at University of Liverp… --- ## [Modeling Plant VOC Emissions for Space Habitats using AI/ML Approaches](https://awg.osdr.space/t/modeling-plant-voc-emissions-for-space-habitats-using-ai-ml-approaches/3213)
**Author:** [@HimanshiBorad](https://awg.osdr.space/u/HimanshiBorad)\ **Replies:** 17\ **Last updated:** [August 18, 2025, 1:20pm UTC](https://awg.osdr.space/t/modeling-plant-voc-emissions-for-space-habitats-using-ai-ml-approaches/3213 "2025-08-18T13:20:28Z")
Hello, all, we are a team of three, Prof. Dhatri Pandya, Himanshi Borad, an… --- ## [Quantum Natural Language processing model prototype](https://awg.osdr.space/t/quantum-natural-language-processing-model-prototype/3048)
**Author:** [@avinavsahoo](https://awg.osdr.space/u/avinavsahoo)\ **Replies:** 2\ **Last updated:** [August 1, 2025, 5:33am UTC](https://awg.osdr.space/t/quantum-natural-language-processing-model-prototype/3048 "2025-08-01T05:33:42Z")
We have perfectly simulated Quantum Natural language processing which works… --- ## [Quantum Brain for Natural Language processing](https://awg.osdr.space/t/quantum-brain-for-natural-language-processing/3035)
**Author:** [@avinavsahoo](https://awg.osdr.space/u/avinavsahoo)\ **Replies:** 0\ **Last updated:** [July 9, 2025, 4:24am UTC](https://awg.osdr.space/t/quantum-brain-for-natural-language-processing/3035 "2025-07-09T04:24:49Z")
We have made Quantum Natural Processing Model, it’s typically and fast w… --- ## [Causal Inference Subgroup Volunteer Interest form](https://awg.osdr.space/t/causal-inference-subgroup-volunteer-interest-form/1634)
**Author:** [@pmisra30](https://awg.osdr.space/u/pmisra30)\ **Replies:** 9\ **Last updated:** [January 7, 2025, 1:14am UTC](https://awg.osdr.space/t/causal-inference-subgroup-volunteer-interest-form/1634 "2025-01-07T01:14:32Z")
Hi everyone, I have volunteered to lead the " Causal Inference " subgroup and I would like to know if you will be interested to join this subgroup. We will be working at the inter section of machine learning and biology. if you are interested ,please fill this form or feel free to message me @lauren.sanders @james.casaletto @rtscott2001 @AnimalAWG @PlantAWG @MultiOmicsAWG @MicrobesAWG @AIMLawg @RLWG @FemaleReproAWG @HUMANawg @ALSDAawg