Guillermo Lorenzo
@glorenzogz.bsky.social
Ramón y Cajal fellow at GMNI in UDC and affiliate researcher at CCO in the Oden Institute at UT Austin.
Researcher in computational oncology and predictive medicine.
Based in A Coruña, Spain.
Web: http://www.glorenzophd.com
Researcher in computational oncology and predictive medicine.
Based in A Coruña, Spain.
Web: http://www.glorenzophd.com
📢📜🚀 New paper out ! We present iterative algorithms to reconstruct early stages of prostate cancer growth from a single snapshot of the tumor combining a phase-field model with adaptive gradient descent and isogeometric analysis.
Check it out 👉 doi.org/10.1007/s003...
Check it out 👉 doi.org/10.1007/s003...
Iterative Algorithms for the Reconstruction of Early Stages of Prostate Cancer Growth - Journal of Nonlinear Science
The development of mathematical models of cancer informed by time-resolved measurements has enabled personalised predictions of tumour growth and treatment response. However, frequent cancer monitorin...
doi.org
November 12, 2025 at 11:51 AM
📢📜🚀 New paper out ! We present iterative algorithms to reconstruct early stages of prostate cancer growth from a single snapshot of the tumor combining a phase-field model with adaptive gradient descent and isogeometric analysis.
Check it out 👉 doi.org/10.1007/s003...
Check it out 👉 doi.org/10.1007/s003...
🚀Thrilled & honored to receive an @erc.europa.eu Starting Grant for my #mathonco project DIGIPRO - Digital twins for cancer progression based on multiscale structured models and mechanistic learning. Stay tuned for exciting work and job openings !
📣 The ERC Starting Grant call results are out!
Find out which early-career researchers will receive funding this year, what they will be investigating, where they will be based... plus lots of other #ERCStG facts & figures for 2025!
➡️ buff.ly/IsafuFh
#FrontierResearch 🇪🇺#EUfunded #HorizonEurope
Find out which early-career researchers will receive funding this year, what they will be investigating, where they will be based... plus lots of other #ERCStG facts & figures for 2025!
➡️ buff.ly/IsafuFh
#FrontierResearch 🇪🇺#EUfunded #HorizonEurope
September 4, 2025 at 3:30 PM
🚀Thrilled & honored to receive an @erc.europa.eu Starting Grant for my #mathonco project DIGIPRO - Digital twins for cancer progression based on multiscale structured models and mechanistic learning. Stay tuned for exciting work and job openings !
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-pre...
mathematical-oncology.org/blog/gbm-pre...
BIRS Recap: Biophysically-Constrained GBM Predictions via Deep-Learning Integrating Structural SINDY with Mechanistic Filters
mathematical-oncology.org
mathematical-oncology.org
May 22, 2025 at 7:22 AM
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-pre...
mathematical-oncology.org/blog/gbm-pre...
Reposted by Guillermo Lorenzo
O investigador da #UDC Guillermo Lorenzo Gómez acaba de ser galardoado pola Sociedad Española de Mecánica e Ingeniería Computacionales co premio Juan C. Simó.
https://www.linkedin.com/feed/update/urn:li:activity:7327655709347602435
Parabéns!!!
https://www.linkedin.com/feed/update/urn:li:activity:7327655709347602435
Parabéns!!!
O investigador da Universidade da Coruña Guillermo Lorenzo Gómez acaba de… | Universidade da Coruña
O investigador da Universidade da Coruña Guillermo Lorenzo Gómez acaba de ser galardoado pola Sociedad Española de Mecánica e Ingeniería Computacionales co premio Juan C. Simó.
Lorenzo é investigador contratado Ramón y Cajal do Departamento de Matemáticas da UDC e na actualidade está vinculado ao Grupo de Investigación de Métodos Numéricos en Enxeñaría do CITEEC - Research & Innovation Centre on Civil Engineering and Building, onde desenvolve o seu traballo relacionado coa oncoloxía computacional.
Parabéns!!!
www.linkedin.com
May 12, 2025 at 11:36 AM
O investigador da #UDC Guillermo Lorenzo Gómez acaba de ser galardoado pola Sociedad Española de Mecánica e Ingeniería Computacionales co premio Juan C. Simó.
https://www.linkedin.com/feed/update/urn:li:activity:7327655709347602435
Parabéns!!!
https://www.linkedin.com/feed/update/urn:li:activity:7327655709347602435
Parabéns!!!
Thrilled and deeply honored to receive the Juan C. Simó Prize from SEMNI ! Grateful to the selection and executive committees for this award, and to all my mentors, collaborators, and students who have supported my journey in computational mechanics. Onwards and upwards!
May 10, 2025 at 11:28 AM
Thrilled and deeply honored to receive the Juan C. Simó Prize from SEMNI ! Grateful to the selection and executive committees for this award, and to all my mentors, collaborators, and students who have supported my journey in computational mechanics. Onwards and upwards!
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!
May 8, 2025 at 5:03 PM
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!
Many thanks to Fundación BBVA for funding 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!
www.redleonardo.es/noticias/adj...
www.redleonardo.es/noticias/adj...
Resolución de las Becas Leonardo 2024 en Física, Química e Ingenierías
Las comisiones evaluadoras han seleccionado 20 proyectos altamente innovadores en estos tres campos fundamentales de la ciencia y la tecnología
www.redleonardo.es
April 1, 2025 at 6:33 PM
Many thanks to Fundación BBVA for funding 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!
www.redleonardo.es/noticias/adj...
www.redleonardo.es/noticias/adj...
📢📜 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
arxiv.org/abs/2502.19333
Validating the predictions of mathematical models describing tumor growth and treatment response
Despite advances in methods to interrogate tumor biology, the observational and population-based approach of classical cancer research and clinical oncology does not enable anticipation of tumor outco...
arxiv.org
February 27, 2025 at 8:22 PM
📢📜 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
arxiv.org/abs/2502.19333
Bonjour ! If you are attending #DTE & #AICOMAS in Paris, Paolo Zunino from @mox_lab @polimi and I are organizing a #mathonco session this afternoon in the Amphi Esquillan. Join us to learn the latest and greatest on digital twins and AI approaches for applications in oncology !
February 20, 2025 at 10:33 AM
Reposted by Guillermo Lorenzo
Are you interested in joining the only mathematical oncology department @mathonco.bsky.social in a cancer center @moffittnews.bsky.social in the world? We have an open rank position (assistant/associate/full) available now! Apply here: moffitt-cancer-center-careers.hctsportals.com/jobs/1859278...
February 14, 2025 at 11:15 PM
Are you interested in joining the only mathematical oncology department @mathonco.bsky.social in a cancer center @moffittnews.bsky.social in the world? We have an open rank position (assistant/associate/full) available now! Apply here: moffitt-cancer-center-careers.hctsportals.com/jobs/1859278...
Had a great week at BIRS attending a workshop on mechanistic learning in #mathonco organized by Sarah Bruningk, Renee Brady-Nichols, and Kathleen Wilkie. Great people, great ideas, great location. Looking forward to seeing how the new collaborations started this week go on!
January 12, 2025 at 1:57 PM
Had a great week at BIRS attending a workshop on mechanistic learning in #mathonco organized by Sarah Bruningk, Renee Brady-Nichols, and Kathleen Wilkie. Great people, great ideas, great location. Looking forward to seeing how the new collaborations started this week go on!
Reposted by Guillermo Lorenzo
I made a starting package of the #mathonco community. Let’s all get together again. Let me know if you would like to be added. go.bsky.app/UpYF6Ak
November 20, 2024 at 8:02 AM
I made a starting package of the #mathonco community. Let’s all get together again. Let me know if you would like to be added. go.bsky.app/UpYF6Ak