Massimiliano Luca
@maxluca.bsky.social
Ph.D. Student at Bruno Kessler Foundation. Previously at Telefonica I+D | IFISC | MIT Media Lab. Working on geographically-transferable deep learning for human mobility
New in PNAS! 📢 lnkd.in/d7z2VEjh
👉 We show how combining individual & collective behavior boosts out-of-routine mobility prediction
👉 We found collective behavior strongly impacts individual mobility in dense urban areas.
👉 The model is robust to severe behavioral changes (e.g., COVID pandemic)
👉 We show how combining individual & collective behavior boosts out-of-routine mobility prediction
👉 We found collective behavior strongly impacts individual mobility in dense urban areas.
👉 The model is robust to severe behavioral changes (e.g., COVID pandemic)
April 24, 2025 at 1:22 PM
New in PNAS! 📢 lnkd.in/d7z2VEjh
👉 We show how combining individual & collective behavior boosts out-of-routine mobility prediction
👉 We found collective behavior strongly impacts individual mobility in dense urban areas.
👉 The model is robust to severe behavioral changes (e.g., COVID pandemic)
👉 We show how combining individual & collective behavior boosts out-of-routine mobility prediction
👉 We found collective behavior strongly impacts individual mobility in dense urban areas.
👉 The model is robust to severe behavioral changes (e.g., COVID pandemic)
𝗧𝗵𝗲 𝗟𝗟𝗠 𝗪𝗲𝗮𝗿𝘀 𝗣𝗿𝗮𝗱𝗮: 𝗔𝗻𝗮𝗹𝘆𝘀𝗶𝗻𝗴 𝗚𝗲𝗻𝗱𝗲𝗿 𝗕𝗶𝗮𝘀 𝗮𝗻𝗱 𝗦𝘁𝗲𝗿𝗲𝗼𝘁𝘆𝗽𝗲𝘀 𝘁𝗵𝗿𝗼𝘂𝗴𝗵 𝗢𝗻𝗹𝗶𝗻𝗲 𝗦𝗵𝗼𝗽𝗽𝗶𝗻𝗴 𝗗𝗮𝘁𝗮 🛍️
arxiv.org/html/2504.01...
What is your gender if you purchased tech gadgets? What if you bought a cooking pan? LLMs can guess gender with moderate accuracy but they often rely on biases and stereotypes 😬
arxiv.org/html/2504.01...
What is your gender if you purchased tech gadgets? What if you bought a cooking pan? LLMs can guess gender with moderate accuracy but they often rely on biases and stereotypes 😬
April 3, 2025 at 12:57 PM
𝗧𝗵𝗲 𝗟𝗟𝗠 𝗪𝗲𝗮𝗿𝘀 𝗣𝗿𝗮𝗱𝗮: 𝗔𝗻𝗮𝗹𝘆𝘀𝗶𝗻𝗴 𝗚𝗲𝗻𝗱𝗲𝗿 𝗕𝗶𝗮𝘀 𝗮𝗻𝗱 𝗦𝘁𝗲𝗿𝗲𝗼𝘁𝘆𝗽𝗲𝘀 𝘁𝗵𝗿𝗼𝘂𝗴𝗵 𝗢𝗻𝗹𝗶𝗻𝗲 𝗦𝗵𝗼𝗽𝗽𝗶𝗻𝗴 𝗗𝗮𝘁𝗮 🛍️
arxiv.org/html/2504.01...
What is your gender if you purchased tech gadgets? What if you bought a cooking pan? LLMs can guess gender with moderate accuracy but they often rely on biases and stereotypes 😬
arxiv.org/html/2504.01...
What is your gender if you purchased tech gadgets? What if you bought a cooking pan? LLMs can guess gender with moderate accuracy but they often rely on biases and stereotypes 😬
🚀 New on arXiv "Towards Civic Digital Twins: Co-Designing the Citizen-Centric Future of Bologna" arxiv.org/abs/2412.06328
🛠️ Co-design & citizen engagement are key to future urban development. We explored the vision, challenges, & opportunities for Civic Digital Twins.
🛠️ Co-design & citizen engagement are key to future urban development. We explored the vision, challenges, & opportunities for Civic Digital Twins.
December 11, 2024 at 9:43 AM
🚀 New on arXiv "Towards Civic Digital Twins: Co-Designing the Citizen-Centric Future of Bologna" arxiv.org/abs/2412.06328
🛠️ Co-design & citizen engagement are key to future urban development. We explored the vision, challenges, & opportunities for Civic Digital Twins.
🛠️ Co-design & citizen engagement are key to future urban development. We explored the vision, challenges, & opportunities for Civic Digital Twins.
@maxluca.bsky.social giving a seminar at @isi.it on the advantages and limitations of LLMs in predicting human mobility in urban spaces
December 6, 2024 at 3:21 PM
Reposted by Massimiliano Luca
What an incredible experience at the European Mobility Symposium! Huge thanks to @ric-dicle.bsky.social for co-organizing and to all the participants for the enriching discussions. See you at the next edition!
#EMoS #HumanMobility
#EMoS #HumanMobility
November 23, 2024 at 11:03 AM
What an incredible experience at the European Mobility Symposium! Huge thanks to @ric-dicle.bsky.social for co-organizing and to all the participants for the enriching discussions. See you at the next edition!
#EMoS #HumanMobility
#EMoS #HumanMobility