Log inSign up
Log inSign up
DiffeqML
20 posts
DiffeqML profile banner
@Diffeq_ml

DiffeqML

@Diffeq_ml
Research group for the intersection of deep learning and dynamical systems. Developers of *torchdyn* Repo: github.com/DiffEqML/torch…
Palo Alto, CA
join.slack.com/t/diffeqml/sha…
Joined March 2020
14 Following
511 Followers
RepliesRepliesRepostsRepostsMediaMedia

Log in or sign up for X

See what’s happening and join the conversation

Continue with phone
or
Log in with username or email
Terms·Privacy·Cookies·Accessibility·US TIDA·Ads Info·© 2026 X Corp.
  • Pinned
    @Diffeq_ml
    DiffeqML
    @Diffeq_ml
    Jul 19, 2022
    #ICML2022 week!📜 DiffeqML is contributing to the ICML22 AI4Science workshop: 1) Transform Once: Efficient Operator Learning in Frequency Domain w/ Michael Poli, Stefano Massaroli, Federico Berto, Jinkyoo Park, Tri Dao, Christopher Ré, Stefano Ermon When: July 23, 9.00AM EST.
    2
  • @Diffeq_ml
    DiffeqML
    @Diffeq_ml
    Jul 26, 2021
    [1/6] Announcing **torchdyn version 1.0**: github.com/DiffEqML/torch…! @MichaelPoli6 @Massastrello. We roughly doubled the number of tutorials (optimal control, parallel-in-time solvers, hybrid systems), added new models and developed a numerics suite for diff eqs and root finding
    GIF
    1
  • @Diffeq_ml
    DiffeqML
    @Diffeq_ml
    Dec 6, 2020
    [1/2] NeurIPS is almost here! "Dissecting Neural ODEs" accepted at @NeurIPSConf #NeurIPS2020 as oral. Looking forward to your questions: Oral: Tue, Dec 8th, 2020 @ 06:30 – 06:45 PST Poster: Tue, Dec 8th, 2020 @ 09:00 – 11:00 PST (Session 2) Code: github.com/DiffEqML/diffe…
    1
  • @Diffeq_ml
    DiffeqML
    @Diffeq_ml
    Jul 25, 2020
    A new paper from DiffEqML research group! We speed up Neural ODE inference by learning how to solve them efficiently through *hypersolvers* @Massastrello @MichaelPoli6 The code will be released soon in torchdyn
    @MichaelPoli6
    Michael Poli
    @MichaelPoli6
    Jul 25, 2020
    [1/n] The community has been hard at work to speed up Neural ODEs, e.g. regularization strategies @DavidDuvenaud @chuckberryfinn to keep the ODE easy to solve. We've also been thinking about the same problem, and we propose a different (compatible!) direction. @Massastrello
    GIF
    1
  • @Diffeq_ml
    DiffeqML
    @Diffeq_ml
    Jul 3, 2020
    [1/5] *torchdyn* goes generative! This new release adds continuous normalizing flows @RickyTQChen @wgrathwohl @DavidDuvenaud , energy-based Neural DEs @MilesCranmer @samgreydanus, and extends existing support for higher-order variants. All powered by Lightning! @williamfalcon
    GIF
    4