Filippo Masi

Through numerical benchmarks, we show how to learn precise, consistent, and robust models from fragmented data. Read the full details of our work in Computer Methods in Applied Mechanics and Engineering: doi.org/10.1016/j.cma.… @Sydney_Uni @arc_gov_au @CIVIL_Sydney

Our methodology focuses on the time evolution of material states, avoiding the need to probe the entire state space. It's a game-changer for unveiling the mechanics complex materials! #mechanics

🚨 New paper alert: "Neural integration for constitutive equations using small data" is out now. Dive into our latest research on building data-driven models from small data. @IEinav #deeplearning #datadriven

The world we live in can be broken down into two parts: what we already know and what we're yet to discover. But what if we could bridge that gap? Mark your calendars for the ALERT Geomaterials Doctoral School 2023!

📢 Calling all Geomechanics enthusiasts! Join us at the ALERT Geomaterials Doctoral School 2023 from September 28th to 30th, 2023, for an exciting exploration of the intersection between Machine Learning and Geomechanics.

Identification of constitutive equations using a differential (rate) formulation via evolution TANN aka "how to get rid of fuzzy material formulations using ML" Open access postprint available at: arxiv.org/abs/2209.13269

echo "Hello World" > index.html Under construction 🔥 filippo-masi.github.io

Please help circulating -- a 3-years postdoc position in Sydney in stochastic computations of granular flows (@Sydney_Uni @Eng_IT_Sydney @SciGEM_usyd): usyd.wd3.myworkdayjobs.com/USYD_EXTERNAL_…

@Sydney_Uni @Eng_IT_Sydney @CentraleNantes @unizar @la_UPC @La_UPM

Deadline for Abstract Submission: 15 Jan 2023 Mini-symposium page: paginas.fe.up.pt/~yic2023/wp-co…

Dear colleagues, we are pleased to invite you to participate at the minisymposium we are organizing with @BeatrizMoyaG, @a_badias, and Matteo Giacomini on "Scientific Machine Learning techniques for complex engineering systems" at the 7th @ECCOMASofficial YIC conference.

@naejim Thank you, Jean-Michel! Sure we will see around

@FlpMasi @Sydney_Uni @IEinav @SciGEM_usyd Nice colleagues and nice place, all the best, Filippo!

Today I officially started a new journey by integrating the Sydney Centre in Geomechanics and Mining Materials (#SciGEM) at @Sydney_Uni as postdoctoral research associate Extremely excited to team up with @IEinav and @SciGEM_usyd

Very nourishing exchanges today @ @ISSMGE TC309 on Data-driven Modelling of Soil Behaviours with Geotechnical Applications! Many thanks to the organizers in hosting such an interdisciplinary technical and scientific forum

@EliasCueto On both sides, actually!

@FlpMasi Caution! It’s hot on the other side!!!

Hiking in Pyrenees: from France to Spain

New paper on preventing seismic slip and controlling self-organized criticality youtube.com/watch?v=mZXPT5… coquake.eu/index.php/2022…

@Fodil_ensam Thank you!

Our new paper on TANN for multiscale material modeling of inelastic materials with microstructure is out, published in Computer Methods in Applied Mechanics and Engineering - doi.org/10.1016/j.cma.…