Gray-box machine learning for electrical impedance tomography,
Inverse Days,
Paviljonki conference center, Jyväskylä, Finland, December 18, 2019. PDF (12 MB)
Invited talk: The magic of math: three-dimensional X-ray vision,
Physics Colloquium,
University of Groningen, the Netherlands, November 28, 2019. PDF (36 MB)
Invited talk: The inverse problems theory behind X-ray tomography,
Enabling Data-Driven Methods for Inverse Problems in 3D Imaging: Uniting Data, People and Algorithms,
Lorentz Center, Leiden, the Netherlands, November 27, 2019. PDF (29 MB)
Invited talk: Optimization and regularization in machine learning,
AI Friday Seminar,
Nokia Corporation Headquarters, Espoo, Finland, November 15, 2019. PDF (14 MB)
Invited talk: Classifying Stroke Using Electrical Impedance Tomography,
VILLUM Investigator Grant Inauguration,
DTU, Denmark, November 4, 2019. PDF (16 MB)
Invited talk: Simultaneous Reconstruction of Emission and Attenuation in Passive Gamma Emission Tomography of Spent Nuclear Fuel,
Nuclear Science and Technology Symposium 2019 (SYP2019),
Helsinki, Finland, October 30, 2019. PDF (8.5 MB)
Invited talk: Classifying Stroke Using Electrical Impedance Tomography,
Seminar on Applied and Computational Analysis,
University of Cambridge, UK, October 10, 2019. PDF (17.2 MB)
Invited talk: Electrical Impedance Tomography and the Novikov-Veselov Equation,
Classical and Quantum Integrability,
Dijon, France, September 5, 2019. PDF (13 MB)
Plenary talk: Inverse Problems and the Nonlinear Fourier Transform,
12th ISAAC Congress,
Aveiro, Portugal, August 1, 2019. PDF (20 MB)
Invited talk: Controlled parameter choice for sparsity-promoting regularization,
Applied Inverse Problems Conference, Minisymposium Numerical Methods for Optimal Control Problems in Imaging,
Grenoble, France, July 8, 2019. PDF (18 MB)
Invited talk: Structural Priors in Multi-Energy CT Reconstruction,
Applied Inverse Problems Conference, Minisymposium Multi-Modality/Multi-Spectral Imaging and Structural Priors,
Grenoble, France, July 8, 2019. PDF (13.4 MB)
Keynote talk: Making mathematics exciting using YouTube videos,
Pedaforum 2019,
University of Helsinki, Finland, June 6, 2019. PDF (6 MB)
X-ray Tomography,
Finnish Inverse Problems Summer School 2019,
University of Helsinki, Finland, June 4, 2019. PDF (25 MB)
Invited talk: Classifying Stroke Using Electrical Impedance Tomography,
IAS Workshop on Inverse Problems, Imaging and Partial Differential Equations,
Hong Kong University of Science and Technology, Hong Kong, May 23, 2019. PDF (17 MB)
Invited talk: Introduction to artificial intelligence (in Finnish),
Annual meeting of the Finnish Society for Nuclear Medicine,
Lahti, Finland, May 17, 2019. PDF (20 MB)
Invited talk: Sparse-data tomographic imaging in practice,
Inverse Problems Seminar,
Colorado State University, Fort Collins, USA, March 7, 2019. PDF (60 MB)
Invited talk: The magic of math: three-dimensional X-ray vision,
Guest lecture at Gonzaga University.
Spokane, Washington, USA, March 1, 2019. PDF (27.6 MB)
Classifying Stroke Using Electrical Impedance Tomography,
SIAM Conference on Computational Science and Engineering, Minisymposium Inverse Problems in Medical Imaging,
Spokane, Washington, USA, February 27, 2019. PDF (8.4 MB)
Machine learning for tomography,
Machine learning coffee seminar,
University of Helsinki, Finland, February 11, 2019. PDF (13 MB)
Invited talk: Electrical impedance tomography and virtual X-rays,
MFO Workshop Tomographic Inverse Problems: Theory and Applications,
Mathematisches Forschungsinstitut Oberwolfach, Germany, January 31, 2019. PDF (12 MB)