Upcoming Talks:
2024 September, Invited Talk, OIP24 (Complesso San Geminiano, Modena, Italy)
2024 September, Plenary Talk, UQIPI24 workshop (ICMS, Edinburgh, UK)
Talks:
2024:
2024 May 23, Invited Talk, Sparse dynamic tomography regularization using optimal space-time priors, Big Data Inverse Problems (ICMS, Edinburgh, UK)
2024 April 9, Invited Talk, Regularisation with optimal space-time priors, Imaging inverse problems and generating models: sparsity and robustness versus expressivity (ICMS, Edinburgh, UK)
2024 April 3, Invited Talk, Regularisation with optimal space-time priors, DISI Seminar (Bologna, Italy)
2024 March 6, Invited Talk, Regularisation of tomographic inverse problems through multiresolution systems, Applied and Computational Mathematics Seminar (Heriot-Watt and University of Edinburgh, Edinburgh, UK)
2024 February 1, Plenary Talk, Regularisation of tomographic inverse problems through multiresolution systems, MIVA workshop 2024 (Naples, Italy)
2024 January 17, Invited Talk, Regularisation of tomographic inverse problems through multiresolution systems, Mathematical colloquium (University of Vienna, Austria)
2023:
2023 September 7, Invited Talk MS36, Learned proximal operators meets unrolling: a deeply learned regularisation for limited angle tomography, AIP 2023 (Göttingen, Germany)
2023 September 5, Invited Talk MS21, Reconstructing spatio-temporal, sparse tomographic data using cylindrical shearlets, AIP 2023 (Göttingen, Germany)
2023 August 24, Invited Talk MS, Learned proximal operators meets unrolling for limited angle tomography, ICIAM 2023 (Tokyo, Japan)
2023 July 5, Invited Talk, Integrating data-driven techniques and theoretical guarantees for limited angle tomography, Maths4DL Deep Learning for Computational Physics Conference (London, UK)
2023 May 16, Invited Talk, Monitoring spent nuclear fuel repositories with passive gamma emission tomography, INI workshop on New tomographic methods using particles (Cambridge, UK)
2023 May 2, Invited Talk, Integrating data-driven techniques and theoretical guarantees for limited angle tomography, Tomographic Inverse Problems: Mathematical Challenges and Novel Applications (Oberwolfach, Germany)
2023 February 1, Invited Talk, Deeply learned regularization for limited angle computed tomography, MIA 2023 (Berlin, Germany)
2023 January 12, Invited Talk, Deeply learned regularization for limited angle computed tomography, RIMS workshop on Inverse Problems, Medical Imaging, and Related Topics (RIMS Kyoto, Japan - virtual)
2022:
2022 November 16, Invited Talk, Deeply learned regularization for limited angle computed tomography, SQUIDS seminar (University of Manchester, UK)
2022 November 14, Invited Talk, Deeply learned regularization for limited angle computed tomography, CRM Applied Math seminar (via Zoom)
2022 October 18, Invited Talk, Detection of partial defects in spent nuclear fuel assemblies with Passive Gamma Emission Tomography, Workshops 2, RICAM special semester on Tomography across the scales (Linz, Austria)
2022 October 13, Invited Talk, Deeply learned regularization for limited angle computed tomography, Workshops 1, RICAM special semester on Tomography across the scales (Linz, Austria)
2022 September 30, Invited Talk MS, A Theoretically Justified Neural Network Approach for Sparsity Promoting Regularisation in Linear Inverse Problems: An Application to Limited Angle Tomography, GIMC SIMAI YOUNG (Pavia, Italy)
2022 September 28, Invited Talk MS, Deep neural networks for inverse problems with pseudodifferential operators: An application to limited angle tomography, SIAM MDS 2022 (San Diego, USA - virtual)
2022 August 19, Invited Talk MS (delivered by Luca Ratti), Shearlet-based Regularisation in Statistical Inverse Learning with an Application to X-ray Tomography, 28th Nordic Congress of Mathematicians (Helsinki, Finland)
2022 June 27, Invited Talk, Learning a microlocal prior for limited angle tomography, MaLGa seminar (Genoa, Italy). YouTube Link
2022 May 25, Invited Talk MS26, Deep neural networks for inverse problems with pseudodifferential operators: An application to limited angle tomography, IPMS 2020 (Malta)
2022 May 25, Invited Talk MS21, Simultaneous reconstruction of emission and attenuation in passive gamma emission tomography of spent nuclear fuel, IPMS 2020 (Malta)
2022 April 29, Invited Talk, Limited angle tomography, wavelets and convolutional neural networks, Data-Enabled Science Seminar (University of Houston, USA - virtual)
2022 April 21, Invited Talk, Detecting Iodine Perfusion in Plant Stems: Sparse Dynamic Tomography Regularization with Multiresolution Systems, Workshop "Recent advances in computational inverse problems" (Bath, UK)
2022 April 12, Invited Talk MS, Deep Neural Networks for Inverse Problems with Pseudodifferential Operators: An Application to Limited Angle Tomography, BAMC 2022 (Loughborough, UK - virtual)
2022 April 8, Talk, Limited angle tomography, wavelets and convolutional neural networks, Bath Numerical Analysis Seminar (Bath, UK)
2022 March 21, Invited Talk MS, Detecting Iodine Perfusion in Plant Stems: a Shearlet-based Approach for Sparse Dynamic Tomography, SIAM IS 2022 (Berlin, Germany - virtual). SIAM News Blog article on the talk.
2022 March 17, Plenary Talk, Deep Neural Networks for Inverse Problems with Pseudodifferential Operators: An Application to Limited Angle Tomography, Opening Symposium for CRC “Mathematics of Experiment: The challenge of indirect measurements in the natural science” (Göttingen, Germany - virtual)
2021:
2021 October 12, Invited Talk, Deep Neural Networks for Inverse Problems with Pseudodifferential Operators: An Application to Limited Angle Tomography, Prequel Workshop for RICAM special semester on Tomography across the scale (Linz, Austria - virtual)
2021 September 28, Invited Talk MS, A Theoretically Justified Neural Network Approach for Sparsity Promoting Regularisation in Linear Inverse Problems: An Application to Limited Angle Tomography, DMV-ÖMG Annual conference (Passau, Germany - virtual)
2021 September 3, Invited Talk MS, Verifying partial defects in spent nuclear fuel assemblies with Passive Gamma Emission Tomography, SIMAI 2020+21 (Parma, Italy - virtual)
2021 September 1, Talk MS: Verifying partial defects in spent nuclear fuel assemblies with Passive Gamma Emission Tomography, IFIP CT7 (Quito, Ecuador - virtual)
2021 August 4, Invited Talk: Deep Neural Networks for Inverse Problems with Pseudodifferential Operators: An Application to Limited Angle Tomography, One World Seminar Series in the Mathematics of Machine Learning (Cambridge, UK - hybrid)
2021 March 4, Invited Talk: Deep Neural Networks for Inverse Problems with Pseudodifferential Operators, SIAM CSE 2021 (Fort Worth , TX-USA - virtual)
2021 February 3, Invited Talk: Deep Neural Networks for Inverse Problems with Pseudodifferential Operators: An Application to Limited Angle Tomography, JYU Analysis and Geometry seminar (Jyväskylä, Finland - via Zoom)
2021 January 20, Invited Talk: Limited angle tomography, wavelets and convolutional neural networks, MIVA kick-off event (Italy - via Zoom)
2021 January 15, Invited Talk: Deep Neural Networks for Inverse Problems with Pseudodifferential Operators: An Application to Limited Angle Tomography, UCL Inverse Problem seminar (London, UK - via Zoom)
2020:
2020 October 9, Invited Talk: Detecting Iodine Perfusion in Plant Stems: a Shearlet-based Approach for Sparse Dynamic Tomography, AtMath Zoom Workshop (Helsinki, Finland).
2020 June 16, Invited Talk: Deep Neural Networks for Inverse Problems with Pseudodifferential Operators: The Case of Limited Angle Tomography, Code Sprint 2020 (Bremen, Germany - via Zoom). Youtube Link
2020 May 19, Invited Talk: Learning the Invisible: Limited Angle Tomography, Shearlets and Deep Learning, MaLGa seminar (Genoa, Italy - via Zoom). Youtube Link
2020 February 21, Invited Talk: Limited angle tomography: inpanting in phase space by deep learning, CIA seminar (Cambridge, UK)
2020 January 21, Invited Talk: Learning the Invisible: Limited Angle Tomography, Shearlets and Deep Learning, Workshop on "Inverse Problems and Machine Learning" (Tokyo, Japan)
2019:
2019 December 16, Plenary Talk: Learning the Invisible: Limited Angle Tomography, Shearlets and Deep Learning, 25 Inverse Days (Jyväskylä, Finland)
2019 November 25, Poster session: Learning the Invisible: Limited Angle Tomography, Shearlets and Deep Learning, Workshop on "Enabling Data-Driven Methods for Inverse Problems in 3D Imaging: Uniting Data, People and Algorithms" (Leiden, Netherlands)
2019 August 6, Invited talk: Learning the Invisible: Limited Angle Tomography, Shearlets and Deep Learning, Modern challenges in imaging in the footsteps of Allan MacLeod Cormack (Medford, MA-USA)
2019 July 11, Invited talk: Learning the Invisible: a hybrid deep learning-shearlet framework for limited angle tomography, AIP 2019 (Grenoble, France)
2019 July 8, Invited talk: Simultaneous reconstruction of emission and attenuation in passive gamma emission tomography of spent nuclear fuel, AIP 2019 (Grenoble, France)
2019 June 28, Invited talk: Simultaneous reconstruction of emission and attenuation in passive gamma emission tomography of spent nuclear fuel, Math Seminar (Ferrara, Italy)
2019 June 26, Invited talk: Learning the Invisible: Limited Angle Tomography, Shearlets and Deep Learning, Math Seminar (Bologna, Italy)
2019 June 18, Invited talk: Learning the Invisible: Limited Angle Tomography, Shearlets and Deep Learning, NUMTA 2019 (Le Castella, Italy)
2019 May 7, Invited talk: Learning the Invisible: Limited Angle Tomography, Shearlets and Deep Learning, Mathematical Sciences seminar (Lappeenranta, Finland)
2019 February 28, Invited talk: Limited angle tomography: inpanting in phase space by deep learning, SIAM CSE 2019 (Spokane, WA-USA)
2018:
2018 November 16, Talk: Simultaneous imaging of gamma-ray emission and attenuation in spent nuclear fuel, IEEE NSS-MIC 2018 (Sydney, Australia)
2018 October 29, Invited talk: Learning the Invisible: a hybrid deep learning-shearlet framework for limited angle computed tomography, FIM seminar (Modena, Italy)
2018 June 7, Invited talk: A nonsmooth approach for sparse dynamic tomography based on shearlets, SIAM IS 2018 (Bologna, Italy)
2018 May 17, Invited talk: Sparse tomography for medical imaging reconstructions, FinTomo Seminar (Espoo, Finland)
2018 February 28, Invited talk: Reconstruction from limited data: shearlet-based regularization in ROI CT, Inverse Problems Seminar (Münster, Germany)
2017:
2017 December 12, Talk: Shearlet-based regularization in sparse dynamic tomography, 23 Inverse Days (Oulu, Finland)
2017 October 19, Invited talk: X-ray tomography: an example of inverse problem, University of Helsinki Students Seminar (Helsinki, Finland)
2017 August 7, Invited talk: Shearlet-based regularization in limited data and sparse tomography, Wavelet and Sparsity XVII, SPIE Conference (San Diego, CA-USA)
2017 June 1, Invited talk: A nonsmooth regularization approach based on shearlets for Poisson noise removal in ROI tomography, AIP 2017 (Hangzhou, China)
2017 May 26, Invited talk: A nonsmooth regularization approach based on shearlets in ROI tomography, Miniworkshop on Bayesian Inverse Problems and Imaging (Shanghai Jiao Tong University, China)
2017 March 31, Invited talk: A nonsmooth regularization approach based on shearlets for Poisson noise removal in ROI tomography, 100 years of the Radon transform (Linz, Austria)
2017 February 20, Poster session: l1 shearlet-based regularization in region-of-interest tomography, Workshop on “Mathematical imaging with partially unknown models” (Cambridge, UK)
2016:
2016 December 20, Invited talk: Reconstruction from limited data: nonsmooth shearlet regularization in ROI CT, IFIP WG 7.4 Workshop “Inverse Problems and Imaging” (Mülheim a.d. Ruhr, Germany)
2016 December 14, Invited talk: Reconstruction from limited data: nonsmooth shearlet regularization in ROI CT, 22 Inverse Days (Kuopio, Finland)
2016 September 20, Poster session: ROI CT: a nonsmooth regularization approach based on shearlets, OIP2016 (Modena, Italia)
2016 August 30, Invited talk: The region-of-interest CT problem: iterative shearlet-based regularization, Inverse Problems Seminar (Helsinki, Finland)
2016 May 20, Poster session: The ROI CT problem: a shearlet-based regularization approach, NCMIP2016 (Cachan, France)
2016 April 9, Poster session: A nonsmooth shearlet-based regularization approach for the ROI CT Problem, HD-Tomo Days (Lyngby, Denmark)
2015:
2015 August 11, Invited talk: Shearlets-based regularization in fan-beam ROI-CT problems, Wavelet and Sparsity XVI, SPIE Conference (San Diego, CA-USA)
2015 June 21, Talk: Numerical assessment of the ROI CT problem with shearlet-based regularization, NETNA 2015 (Falerna, Italy)
2015 May 26, Poster session: Numerical assessment of the ROI-CT problem in fan-beam geometries, AIP 2015 (Helsinki, Finland)