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Today I had the pleasure of giving a seminar at CITEEC - R&I Centre on Civil Eng and Building in which I presented my #mathonco work on personalized tumor forecasting using biomechanistic models informed with clinical and imaging data. I had a great time in a unique auditorium with a fantastic crowd!

Very pleased to announce a new Special Issue on "Mechanistic Learning," co-edited by myself, Mohammad Kohandel, and Ibrahim Chamseddine, PhD in Mathematical Biosciences. Consider submitting your ML + mechanistic modeling papers in 2025!

Had a great week at BIRS attending a workshop on mechanistic learning in #mathonco organized by Sarah Brüningk, Renee Brady , and Kathleen Wilkie. Great people, great ideas, great location. Looking forward to seeing how the new collaborations started this week go on!

Looking for Postdocs and Research software engineers 😊! Are you an AI researcher (CV / NLP / agents) with a fascination for oncology? Please reach out! We are based in 🇪🇺. Salaries are ok, cost of living is low, and we don't live in a dystopian totalitarian system 🤞

Back home after an exciting week learning the latest and greatest of digital twins and AI-based computational methods for engineering and applied sciences in #DTE & #AICOMAS in Paris. Lots of science, friends, and crêpes ! Looking forward to apply new ideas in my work.

📢📜 New #mathonco preprint out ! Mathematical models can forecast tumor growth and treatment response, but robust strategies are needed for their validation. We review the state of the art for this task, and outline existing challenges for future work. arxiv.org/abs/2502.19333

Investigación 🔬 Un gemelo digital para vigilar y tratar el cáncer de próstata de forma personalizada 🔎 El modelo desarrollado por un equipo de la Universidade da Coruña predice la evolución de la enfermedad y anticipa la gravedad y el riesgo de recaídas lavoz.gal/kwgzi2

Hoy en la radio conté como mi investigación en #mathonco permite predecir y optimizar la gestión clínica de pacientes de cáncer de próstata 📻👇 ondacero.es/emisoras/galic… via Onda Cero

Muchas gracias ! Y siempre en equipo ! :)

Many thanks to Fundación BBVA for supporting my project PROBREAST: Personalized forecasting of the therapeutic response of triple negative breast cancer through MRI-informed biomechanistic simulations and machine learning. Great #mathonco research coming up!

Impressive opening plenary presentation from Johanna Joyce on Unraveling the complexity of cancer ecosystems. She highlighted the importance of the fibrotic niche and potential therapeutic approaches that target it #AACR25

A preview of our forthcoming book on #antifragility! We preprinted the section relevant to cancer survival analysis. Take a look at Ari’s thread here:

For the last two weeks I enjoyed a trip to the US to visit my colleagues Hector Gomez and Mirian Velay at Purdue University, and then attend #AACR, which was a fantastic meeting. It's hard to recover from two exciting weeks of science and friends!

Save the date #MathOnco25! October 29th-31st in Tampa, Florida. Directly before the 13th IMO Workshop (November 3rd-7th) - stay the weekend and brainstorm the beaches! More information to follow but Centre for Evolutionary Therapy will be a key theme IMO Moffitt Cancer Center

New #mathonco blog post ! My colleagues and I present Biophysically-Constrained GBM Predictions via Deep-Learning Integrating Structural SINDY with Mechanistic Filters, a new line of work that we started at BIRS earlier this year. Check it out ! mathematical-oncology.org/blog/gbm-predi…

🎓 Funded PhD Opportunity! Join Swansea University for a cutting-edge project in AGENT-BASED INFECTION MODELLING. Fully funded by EPSRC & GSK. 📍 Swansea, UK 📅 Closing : 23 June 2025 🔗 Apply now: tinyurl.com/HIVtreatmentMo… #PhD #MathJobs Swansea University SMB - Society for Mathematical Biology