Bruno Emanuel Ferreira De Sousa CorreiaThroughout my PhD and postdoctoral studies I was trained in world-renowned laboratories and institutions in the United States of America (University of Washington and The Scripps Research Institute). Very early in my scientific career I found out my fascination about protein structure and function. My PhD studies evolved in the direction of immunogen design and vaccine engineering which sparked my interest in the many needs and opportunities in vaccinology and translational research. My efforts resulted in an enlightening piece of work where for the first time, computationally designed immunogens elicited potent neutralizing antibodies. During my postdoctoral studies I joined a chemical biology laboratory at the Scripps Research Institute. In this stage I developed novel chemoproteomics methods for the identification of protein-small molecule interaction sites in complex proteomes. In March 2015, I joined the École Polytechnique Fédérale de Lausanne (EPFL) – Switzerland as a tenure track assistant professor. The focus of my research group is to develop computational tools for protein design with particular emphasis in applying these strategies to immunoengineering (e.g. vaccine and cancer immunotherapy). The activities in my laboratory focus on computational design methods development and experimental characterization of the designed proteins. Our laboratory has been awarded with 2 prestigious research grants from the European Research Council. Lastly, I have been awarded the prize for best teacher of Life sciences in 2019.
Maria BrbicMaria Brbic is an assistant professor in computer science at EPFL. Prior to joining EPFL, Maria was a postdoctoral researcher in Computer Science at Stanford University working with Jure Leskovec. She received her PhD degree from University of Zagreb in 2019, while also researching at Stanford University and University of Tokyo. Her research was awarded with the Fulbright Scholarship, L’Oreal UNESCO for Women in Science Scholarship, Branimir Jernej award for outstanding publication in biology and biomedicine, and Josip Loncar Silver Plaque award for the best doctoral dissertation. She has been named a Rising Star in EECS by MIT in 2021. Her research is focused on developing new machine learning methods and applying her methods to advance biomedical research.
Elisa OricchioExpertise
Cancer geneticsMouse modelsTherapyStem cellsLymphoma
Teaching & PhD PhD Students Vamsi Krishna Polavarapu, Asli Ece Kasapoglu, Konstantina Georgakopoulou, Eleni Balli Past EPFL PhD Students Maria Christine Donaldson, Elena Battistello, Daniel Pereira Duarte, Frédérica Schyrr, Ruxandra-Andreea Lambuta, Aaron Simone Petruzzella, Jixing Zhong, Justine Epiney Courses Cancer biology I BIO-471 The course covers in detail molecular mechanisms of cancer development with emphasis on cell
Andrea AblasserTeaching & PhD PhD Students Ekaterina Gorbacheva, Iris Arianna Dorschel, Tieliang Gan, Yu Meng Past EPFL PhD Students Simone Margret Haag, Sélène Glück, Marilena Wischnewski, Sophie Rivara, Natasha Samson Courses Immunology - advances and therapeutic implications BIO-479 The students acquire advanced level knowledge regarding the functioning of the (vertebrate) immune system. A strong focus is placed on the molecular mechanisms underlying innate and adaptive immune responses and their impl
Johanni Michael BreaTeaching & PhD PhD Students Aude Maier, Lucas Louis Gruaz, Flavio Martinelli Courses Artificial intelligence and society HUM-286 This course integrates social sciences and humanities with engineering sciences, and introduces students to the social, technical and political issues surrounding artificial intelligence. Biological data science II : machine learning BIO-322 Students understand basic concepts and methods of machine learning. They can describe them in mathematical
Andreas ZüttelTeaching & PhD PhD Students Boyu Ouyang, Wai Kwan Liu, Guillaume Bérenger Rod, Aleksandar Mihaylov Mikov, Rui Li, Akhil Varma Penmathsa Past EPFL PhD Students Robin Tobias Andreas Mutschler, Kun Zhao, Loris Giovanni Lombardo, Mo Li, Jie Zhang, Youngdon Ko, Cedric David Koolen, Thi Ha My Pham, Zohreh Akbari, Yasemen Kuddusi Courses Thermodynamics of energy conversion and storage ChE-414 The course is an introduction to the energy conversion. It focusseson the thermodynamics of the engines a
David Lyndon EmsleyCurrent Work
Our research centres on the development of new NMR spectroscopy experiments to determine the atomic-level structure and dynamics of complex materials and molecular systems, to solve a range of problems across disciplines.
Teaching & PhD PhD Students Ray Cowen, Ümmügülsüm Günes, Máté Visegrádi, Ruben Rodriguez Madrid Past EPFL PhD Students Dominik Józef Kubicki, Arthur César Pinon, Albert Hofstetter, Federico Maria Paruzzo, Baptiste Busi, Snaedis Björgvinsdóttir, Martins Balodis, Aditya Mishra
Loris Di NataleExpertise
(Deep) Machine Learning, (Deep) Reinforcement Learning, Building Control
Romain Simon CollaudRomain is an Art Director living in Fribourg, Switzerland. In 2013, he received a BA in visual communication from ECAL & in 2017, earned a MAS in design research for digital innovation from the EPFL ECAL Lab.He believes that design should be intuitive & revolve around the user. To strengthen this, he learned inclusive design methodologies at the RCA & honed his skills in icon design at the University of Bournemouth. For the latter, he manipulated icons’ aesthetics to evaluate their effect on perceived usability. Many of his projects deal with notions of big data, data visualization & search algorithms. These play a large role in his research work, where he explores navigation principles & aggregation of content in mass information environments. Currently, he is working on a major social network system for elderly people, as well as a digital exhibition whose narrative navigation as well as interactions with literary artifacts create a unique relationship with visitors.Romain is methodical, logical, detail-oriented & a bit of a perfectionist. For his BA thesis, he explored the omnipresence of the grid in daily visual landscapes. After that, he worked as a graphic designer at ECAL for its communication as well as a freelancer for other organisations. He also co-founded a workshop that specializes in graphic design for unique mediums as well as a design collective for conceptual ideas. Today, he works at EPFL ECAL Lab – the EPFL design research center – where he confronts his point of view with engineers & psychologists.
