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9th i-CoMSE workshop: Virtual School on Machine Learning For Molecules 2025

9th i-CoMSE workshop: Virtual School on Machine Learning For Molecules 2025

Registration: Deadline: April 21, 2025

Location: Online

Workshop dates: April 28-May 2, 2025

Application deadline: All registered students admitted

Decision on application: N/A

This workshop is supported by funding from National Science Foundation Office of Advanced Cyberinfrastructure

Description: This workshop will provide an overview of machine learning applied to molecules and materials systems. It will feature of mix of lectures and hands-on interactive exercises in Python. The session will run for five days, 3 hours a day, 3-6 EDT / 2-5 CDT / 1-4 MDT / 12-3 PDT. Registration: The registration form for the workshop is at: https://forms.gle/42Vzmw13F9HtJfaNA. Deadline for registration April 21, 2025.

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Description: This workshop will provide an overview of machine learning applied to molecules and materials systems. It will feature of mix of lectures and hands-on interactive exercises in Python. The session will run for five days, 3 hours a day, 3-6 EDT / 2-5 CDT / 1-4 MDT / 12-3 PDT.

Registration: The registration form for the workshop is at: https://forms.gle/42Vzmw13F9HtJfaNA. Deadline for registration April 21, 2025.

Preliminary Schedule

  • Monday, April 28th
    • Review of machine learning concepts
  • Tuesday, April 29th
    • Molecular featurization and representations for machine learining
  • Wednesday, April 30th
    • Neural nets and graph neural nets in pytorch
  • Thursday, May 1st
    • Active Learning for molecular design
  • Friday, May 2nd
    • Generative modeling for molecules

Eligibility: Graduate student, undergraduate student (with junior or senior standing), postdoctoral, early career faculty. The expectation is that students will have some experience in Python and ML.

Registration Fee: None

Financial Aid: N/A

Expected number of participants: 100

Equipment Needed: Students will need laptops or desktops that can both access Zoom and have Jupyter notebooks installed. Computing resources for performing exercises will be on Google Colab

Organizers/Instructors

  • Camille Bilodeau, University of Virginia
  • Yamil Colon, University of Notre Dame
  • Eric Jankowski, Boise State University
  • Neeraj Rai, Mississippi State University
  • Sapna Sarupria, University of Minnesota
  • Jindal Shah, Oklahoma State University
  • Michael Shirts, University of Colorado Boulder
  • Shuwen Yue, Cornell University
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10th i-CoMSE Workshop: QM/MM and ab initio Molecular Dynamics

10th i-CoMSE Workshop: QM/MM and ab initio Molecular Dynamics

Registration: Open Soon

Location: Oklahoma State Universiy, Stillwater, OK

Workshop dates: June 23-27, 2025

Application deadline: April 30, 2025

Decision on application: May 8, 2025

This workshop is supported by funding from National Science Foundation

Description: This workshop will provide an overview of quantum mechanics/molecular mechanics (QM/MM) and ab initio molecular dynamics (AIMD) simulations applied to study structure, dynamics, and reactions in condensed phase systems. It will feature a mix of lectures covering theoretical and technical aspects of QM/MM and AIMD and hands-on exercises setting up, running, and analyzing simulations. Participants will receive training on using national supercomputing resources. The workshop is also intended to provide opportunities to participants in building a professional network.

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Description: This workshop will provide an overview of quantum mechanics/molecular mechanics (QM/MM) and ab initio molecular dynamics (AIMD) simulations applied to study structure, dynamics, and reactions in condensed phase systems. It will feature a mix of lectures covering theoretical and technical aspects of QM/MM and AIMD and hands-on exercises setting up, running, and analyzing simulations. Participants will receive training on using national supercomputing resources. The workshop is also intended to provide opportunities to participants in building a professional network. Sessions will be taught in Software Carpentry style, with approximately equal time divided between lectures and hands-on exercises.

Eligibility: graduate student, undergraduate student (with junior or senior standing), postdoctoral, early career faculty

Application Form: https://forms.gle/CHNNXTSdZwecT1N98

Registration Fee: The registration fee is $150 and will be waived for participants from US-based non-PhD-granting and primary undergraduate institutions (PUIs).

Financial Support: Financial support is available to cover housing (in university dormitory) for non-local participants.

Eligibility: The target participant groups include, graduate students, undergraduate students (with junior or senior standing), postdoctoral, early career faculty, with some experience in molecular simulations and Python scripting. Participation from industry, national labs, and international institutions is also welcome. However, financial support is limited to applicants associated with an US based educational institution.

Equipment Needed: Students will need a laptop, and have Jupyter notebooks installed. Computing resources for performing exercises will be provided in Bridges-2 at PSC.

Expected number of participants: 50

Tranportation:

  • Nearest Airport: Stillwater, OK; Uber/Lyft transportation to the University (5 minutes)
  • Alternate Airports: Oklahoma City, 75 miles, ~1 hr 15 mins, Tulsa, 75 miles, ~1 hr 15 mins

Equipment Needed: Students are encouraged to bring their laptop.

Organizers/Instructors

  • Mario Borunda, Oklahoma State University
  • Eric Jankowski, Boise State University
  • Kwangho Nam, University of Texas at Arlington
  • Neeraj Rai, Mississippi State University
  • Sapna Sarupria, University of Minnesota
  • Jindal Shah, Oklahoma State University
  • Michael Shirts, University of Colorado Boulder
  • Phanish Suryanarayana, Georgia institute of Technology
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