Fabian A. Braeu Email & Phone Number

Belgium

Singapore

𝐋𝐞𝐚𝐝 𝐀𝐈 𝐑𝐞𝐬𝐞𝐚𝐫𝐜𝐡𝐞𝐫 𝐢𝐧 𝐎𝐜𝐮𝐥𝐚𝐫 (𝐄𝐲𝐞) 𝐇𝐞𝐚𝐥𝐭𝐡 𝐚𝐧𝐝 𝐕𝐢𝐬𝐢𝐨𝐧 𝐒𝐜𝐢𝐞𝐧𝐜𝐞• 𝐂𝐫𝐨𝐬𝐬-𝐝𝐢𝐬𝐜𝐢𝐩𝐥𝐢𝐧𝐚𝐫𝐲 𝐭𝐞𝐚𝐦 𝐥𝐞𝐚𝐝: Mentor 5 PhDs and Research Fellows in explainable AI in ocular health.• 𝐏𝐡𝐲𝐬𝐢𝐜𝐬-𝐢𝐧𝐟𝐨𝐫𝐦𝐞𝐝 𝐀𝐈 𝐬𝐨𝐥𝐮𝐭𝐢𝐨𝐧𝐬: Integrate physical knowledge into machine learning algorithms to address data scarcity in healthcare (e.g. physics-informed geometric deep learning for glaucoma diagnosis).•… Show more 𝐋𝐞𝐚𝐝 𝐀𝐈 𝐑𝐞𝐬𝐞𝐚𝐫𝐜𝐡𝐞𝐫 𝐢𝐧 𝐎𝐜𝐮𝐥𝐚𝐫 (𝐄𝐲𝐞) 𝐇𝐞𝐚𝐥𝐭𝐡 𝐚𝐧𝐝 𝐕𝐢𝐬𝐢𝐨𝐧 𝐒𝐜𝐢𝐞𝐧𝐜𝐞• 𝐂𝐫𝐨𝐬𝐬-𝐝𝐢𝐬𝐜𝐢𝐩𝐥𝐢𝐧𝐚𝐫𝐲 𝐭𝐞𝐚𝐦 𝐥𝐞𝐚𝐝: Mentor 5 PhDs and Research Fellows in explainable AI in ocular health.• 𝐏𝐡𝐲𝐬𝐢𝐜𝐬-𝐢𝐧𝐟𝐨𝐫𝐦𝐞𝐝 𝐀𝐈 𝐬𝐨𝐥𝐮𝐭𝐢𝐨𝐧𝐬: Integrate physical knowledge into machine learning algorithms to address data scarcity in healthcare (e.g. physics-informed geometric deep learning for glaucoma diagnosis).• 𝐓𝐫𝐚𝐧𝐬𝐩𝐚𝐫𝐞𝐧𝐭 𝐀𝐈 𝐝𝐞𝐯𝐞𝐥𝐨𝐩𝐦𝐞𝐧𝐭: Create interpretable algorithms for trustworthy clinical decision-making (e.g. optic nerve head structural strength prediction). Show less

Singapore, Singapore

München Und Umgebung, Deutschland

• 𝐌𝐮𝐥𝐭𝐢𝐝𝐢𝐬𝐜𝐢𝐩𝐥𝐢𝐧𝐚𝐫𝐲 𝐜𝐨𝐥𝐥𝐚𝐛𝐨𝐫𝐚𝐭𝐢𝐨𝐧: Contributed to aircraft engine design working with experts from various other fields.• 𝐒𝐭𝐫𝐮𝐜𝐭𝐮𝐫𝐚𝐥 𝐚𝐧𝐝 𝐟𝐥𝐮𝐢𝐝 𝐦𝐞𝐜𝐡𝐚𝐧𝐢𝐜𝐬 𝐞𝐱𝐩𝐞𝐫𝐭: Applied state-of-the-art computational methods for engine performance optimization.• 𝐏𝐫𝐨𝐜𝐞𝐬𝐬 𝐢𝐧𝐧𝐨𝐯𝐚𝐭𝐢𝐨𝐧: Developed automated assessment tools, reducing lead times by up to 95%.

München Und Umgebung, Deutschland

Institute for Computational Mechanics (Prof. W.A. Wall) and TUM IGSSE Graduate School• 𝐒𝐨𝐟𝐭𝐰𝐚𝐫𝐞 𝐝𝐞𝐯𝐞𝐥𝐨𝐩𝐦𝐞𝐧𝐭: Collaborated with a large team of engineers to design and implement finite element models (C++).• 𝐏𝐞𝐫𝐬𝐨𝐧𝐚𝐥 𝐬𝐤𝐢𝐥𝐥𝐬: Developed creative problem-solving, time management, and technical communication skills through several self-managed research projects.

𝐏𝐫𝐨𝐣𝐞𝐜𝐭: Real-Time 3D Collision Avoidance for Biped Robots

Doctoral Candidate (Dr.-Ing.), Computational Mechanics

Activities and Societies: International Graduate School of Science and Engineering (IGSSE) Predictive, multiscale modeling of vascular.

Master Of Science (M.Sc.), Mechanical Engineering, Passed With High Distinction (Gpa: 1.0, Top 1% Of 299 Students)

General mechanical engineering studies with a focus on computational structural and fluid dynamics Master's Thesis: • "A Parametrized.

Visiting Student Researcher

Master's Thesis in the lab of Prof. C. Ross Ethier: "A Parametrized Model of the Lamina Cribrosa for Studying Oxygen Transport"

Bachelor Of Science (B.Sc.), Mechanical Engineering And Management (Gpa: 1.6, No. 1 Of 111 Students)

Bachelor's Thesis: • "Erstellung einer Parametrisierten Mikroskalen-Lungengeometrie" • at Institute for Computational Mechanics.