NSS Program & Topics
The IEEE Nuclear Science Symposium (NSS)
The IEEE Nuclear Science Symposium (NSS) brings together the very large and diverse international community of ionizing radiation detector scientists and engineers. We look forward to welcoming you in the beautiful city of Granada in 2026!
The NSS 2026 program incorporates the latest developments in detector technology and materials, new instrumentation techniques, their implementation in high energy and nuclear physics, astrophysics, accelerators, nuclear security, and many other applications in various types of radiation environments. The program will also include emerging fields and current hot topics in nuclear science instrumentation.
Interdisciplinary state-of-the-art developments will be included in the joint sessions with the MIC and RTSD. Special topic workshops will cover areas of specific interests and short courses will be offered on a variety of traditional and novel topics of interest to the NSS community.
NSS Topics
Authors are invited to submit papers describing their original, unpublished work on one of the topics below:
- Gas detectors
- Scintillator detectors
- Semiconductor detectors
- Photodetectors
- Analog and digital circuits
- DAQ, front-end and electronics
- AI and ML for radiation detection
- Computational methods, modeling and data analysis
- Neutron and gamma-ray detectors and applications, including security, dosimetry and other related applications
- Nuclear, HEP and astrophysics detectors
- Synchrotron, FEL and XFEL detectors
- Novel detectors and associated technologies
MIC Program & Topics
The IEEE Medical Imaging Conference (MIC)
The IEEE Medical Imaging Conference (MIC) is a leading international scientific meeting to discuss the latest physics, engineering, and mathematical innovations in medical imaging with a particular focus on applications of ionizing radiation.
Medical imaging in nuclear medicine and radiology as well as molecular imaging is a continuously growing field where technical advances in detectors, instrumentation, computational methods, and integrated systems pave the way towards advances in clinical detection, diagnosis, treatment, and monitoring as well as clinical research into the underlying mechanisms of disease and treatment. In recent years, there has been increased interest in applications of machine learning, AI, and other rapidly emerging areas of research, and innovations in these areas continue to play an increasing role in medical imaging.
MIC is an opportunity for students, post-doctoral fellows, and junior and senior researchers from around the world to come together to share their new ideas and results of innovations and scientific endeavors.
The scientific program of the MIC consists of oral and poster sessions, plenary sessions, and a student award session. Regular sessions will be complemented by Short Courses and specialized workshops covering timely topics in medical imaging and therapy.
MIC Topics
Authors are invited to submit papers describing their original, unpublished work on one of the topics below:
- New radiation detector technologies for medical imaging
- Simulation and modeling of medical imaging systems
- Multi-modality imaging systems including applications
- High resolution imaging systems (organ-dedicated, small animal systems)
- X-ray imaging systems (CT, spectral CT, photo-counting CT)
- Advanced tomographic reconstruction techniques
- Quantitative imaging, image assessment and standardization
- Signal and data processing
- Kinetic modeling, molecular connectivity analysis and radiomics
- Theranostics, Imaging and dosimetry in therapy (particle, radiopharmaceutical, surgery)
- Total body imaging systems including applications
- Novel applications of AI in radiation-based medical imaging
- Emerging applications, new concepts
RTSD Program & Topics
Room Temperature Semiconductor Detector Conference (RTSD)
The Room Temperature Semiconductor Detector Conference (RTSD) represents the largest forum of scientists and engineers developing compound semiconductor radiation detectors and imaging arrays operable at room temperature.
Room-temperature semiconductor radiation detectors are finding increasing applications in such diverse fields as medicine, homeland security, radiography, astrophysics and environmental monitoring. The objective of this conference is to provide a forum for discussion of the state of the art for room-temperature-operating detector technology based on compound semiconductors, including materials improvement, material and device characterizations, fabrication, electronic readout, system development and applications. To provide a comprehensive review, oral and poster presentations representing a broad spectrum of research and development activities emphasizing compound semiconductor detectors or imaging devices are sought.
RTSD Topics
- Compound Semiconductor Materials for Radiation Detection
- Organic and Perovskite Materials for Radiation Detection
- Crystal Growth, Materials and Defect Characterization
- Properties of Electrical Contacts and Device Fabrication Technology
- Radiation Damage, Long-Term Stability and Environmental Effects
- Pixel, Strip, Frisch-Grid and Discrete Semiconductor Detectors
- Detector/ASIC Hybridization, Interconnects and Electronics
- Scintillator/Semiconductor Array Hybrids
- Compound Semiconductor Neutron Detectors
- 3D Photon Tracking Detectors and Image Reconstruction Technology
- Use of AI/ML tools for Analysis of Detector Signals and Decision Making
- Spectrometer Systems for Homeland Security, Nuclear Inspections, Safeguards, Portal Monitoring, and Other Uses
- Imaging Systems based on Compound Semiconductor Detectors for Medical, Astrophysics, Non-Destructive Testing, Cargo Monitoring, Environmental Monitoring and Other Uses
Workshops
Workshop 1: AI in Nuclear Sciences and Nuclear Medical Imaging – Review and future expectations
- Date: Sunday, November 8, 2026
- Time: to be announced...
- Location: to be announced...
- Capacity: ~150 paticipants
- Organizer: Jean-Baptiste Michaud, Université de Sherbrooke
Summary
In many nuclear sciences and medical imaging applications, AI has come a long way and in some instances it has (almost!) become the gold standard. The workshop will outline the major milestone in the last 10 years, the current hot topics and issues, and discuss where future breakthroughs could come from and what our collective priorities should be for the next 10 years.
If you are interested in co-organizing or pre-submitting a paper/topic/panellist, please contact JB email.
Workshop 2: Digital SiPM and SPAD-based sensors
- Date: Sunday, November 8, 2026
- Time: to be announced...
- Location: to be announced...
- Capacity: ~150 paticipants
- Organizers: Serge Charlebois, Cathrine Pepin, Stefan Gundacker, Claudio Bruschini
Summary
Digital SiPMs and SPAD-based devices see increased development activity with the potential of improving photon-counting systems. The main NSS program reports on technology performance and application use of available technologies.
The goal of the workshop is to provide a place where upcoming/future technologies can be described by their developers, development roadmaps can be disclosed, and application niches or markets are aimed for.
This is not the type of communication easily accepted in the main program.
Tentative topics for the workshop structure:
- Roadmap presented by technology developers (short talks)
- Discussion/debate on collaboration and funding strategies to bring these technologies to use
We will invite spin-offs that commercialize SPAD based detectors to attend the event and participate in the discussion/debate.
Contact
Serge Charlebois, Université de Sherbrooke, Canada
Catherine Pepin, Université de Sherbrooke, Canada
Stefan Gundacker, ÖAW, Austria
Claudio Bruschini, EPFL, Switzerland
Workshop 3: Total-Body Kinetic Modeling Workshop
- Date: Saturday, November 7, 2026
- Time: to be announced...
- Location: to be announced...
- Capacity: to be announced...
- Organizer: Steven Meikle
Summary
This workshop is designed to serve as a forum for discussing the emerging field of total-body PET kinetic modeling and its future directions. There are currently over fifty total-body PET and long axial field-of-view PET scanners operating across four continents. This workshop is timely to discuss the growing need for effective handling of total-body data for dynamic imaging and kinetic modeling. Such advancements are essential for extracting physiologically significant information that traditional static imaging methods could not achieve. We plan to invite experts from various levels of experience, including both senior and junior researchers, to present an overview of the technical challenges, progress, and clinical applications in this field. The workshop will facilitate not only rich exchanges of ideas but also offer a hands-on exercise session. Participants will have the opportunity to work with real patient data from total-body dynamic PET scans. Importantly, this workshop is designed to complement the existing MIC program on kinetic modeling, providing invited talks and practical sessions without overlapping with current offerings.
Contact
Steven Meikle, University of Sydney, Australia
Special Events
WIE+YP
- Date: Wednesday, November 11, 2026
- Time: 13:15 - 14:30
- Location: to be announced...
- Capacity: 50 paticipants
- Session chairs: Paul Kinahan and Robert Miyaoka (University of Washington, Seattle, USA)
Summary
Join us at the IEEE 2026 WIE+YP Event in Granada for an interactive and engaging experience focused on career development, leadership, networking, and collaboration within the NPSS community.
We have prepared a dynamic program with inspiring discussions, interactive activities, and opportunities to connect with colleagues and friends from different career stages and technical backgrounds. Whether you are a student, postdoc, young professional, or senior researcher, we hope this event will provide a welcoming space to exchange experiences, build new connections, and strengthen our community.
We also want to make sure participants are aware that there will be a complimentary lunch, a few YP goodies, great networking opportunities with friends and colleagues, and a lineup of very engaging activities.
We are really looking forward to seeing you in Granada!
SimSET User Meeting (onsite only)
- Date: Wednesday, November 11, 2026
- Time: 13:15 - 14:30
- Location: to be announced...
- Capacity: 50 paticipants
- Session chairs: Paul Kinahan and Robert Miyaoka (University of Washington, Seattle, USA)
Summary
The Simulation System for Emission Tomography (SimSET) toolkit has been in the nuclear medicine physics research landscape for over 30 years. First released in 1993, SimSET has become a primary resource for many nuclear medicine imaging research groups around the world.
The University of Washington Imaging Research Laboratory and collaborators are continuing to develop SimSET, adding new functionality and utilities. The direction of development is driven in part by the SimSET users.
We encourage SimSET users, or those just interested, to participate in the meeting to learn about proposed developments, provide feedback and new directions, and to meet other users.
For further information, email simset@u.washington.edu
Short Courses
The 2026 NSS MIC RTSD Short Courses program features eight courses covering both established and emerging topics relevant to NSS, MIC and RTSD attendees, including areas of shared interest. Each course is led by experts and combines theoretical foundations with practical applications and examples.
This year’s program includes popular returning courses as well as new offerings on fast timing detectors for high-energy physics (HEP) and medical applications, and artificial intelligence for medical image analysis and processing.
The Short Courses will take place from Saturday, November 7 to Tuesday, November 10. NSS courses are primarily scheduled for Saturday and Sunday, while MIC courses will be held on Monday and Tuesday.
For more information, please contact:
Martin Grossmann, Short-Course Chair
- martin.grossmann@psi.ch
SC1 - Front-End Electronics for Radiation Detectors
- Instructors: Gianluigi De Geronimo, Lodovico Ratti
- Date: Saturday, November 7, 2026
- Time: 9:00 - 19:00
- Location: Hotel Saray Granada
- Capacity: to be announced...
Description
Successful front-end electronics developments emerge from tight collaboration between electronics engineers and specialists in detectors, data acquisition, and system integration. This one-day short course delivers the core concepts required to understand front-end design, enabling clearer communication and more effective interdisciplinary teamwork.
The course is ideal for both seasoned engineers and those new to the field—circuit designers, physicists, and detector specialists alike—providing a solid foundation in low-noise front-end circuit design. Participants will actively work alongside the instructor on practical examples of noise analysis, circuit design, and simulation. Attendees must bring a laptop with the required software pre-installed (detailed installation instructions will be provided prior to the course).
The final segment explores in depth a topic of broad interest to the NSS-MIC community: radiation tolerance.
Outline
Part I: Fundamentals – Gianluigi De Geronimo
- Noise sources and equivalent noise charge
- Noise analysis in frequency domain
- Interactive noise analysis, design and simulations
Part II: Fundamentals – Gianluigi De Geronimo
- Noise analysis in time domain
- Charge amplifier design
- Interactive noise analysis, design and simulations
Part III: Fundamentals – Gianluigi De Geronimo
- Filter design
- Mixed-signal circuits
- Waveform sampling and digitization
- Interactive noise analysis, design and simulations
Part IV: Radiation Tolerance – Lodovico Ratti
- Introduction: radiation environments and radiation sources
- Ionizing radiation effects on MOSFET transistors
- Ionizing radiation effects: from low to extreme doses
- Ionizing radiation effects: from bulk CMOS to finFETs
Instructor's Biographies
Gianluigi De Geronimo received his M.S. and Ph.D. in Electronics from Politecnico di Milano, Italy. He joined the Instrumentation Division at Brookhaven National Laboratory (BNL) shortly thereafter, where he specialized in the design of low-noise integrated circuits for ionizing radiation detectors. Over his career at BNL, he advanced from Assistant Scientist to Tenured Scientist and Head of the Microelectronics Group. Dr. De Geronimo has developed numerous high-performance front-end ASICs for applications in medical imaging, space, security, defense, and fundamental physics research. He is the founder of DG Circuits, where he continues his work as an independent ASIC designer and consultant. He also serves as Adjunct Professor at Stony Brook University and as an Editor for the IEEE Transactions on Nuclear Science. He has co-authored more than 150 scientific publications and two book chapters, and is the recipient of the 2008 BNL Science and Technology Award, three R&D 100 Awards (2009, 2011, 2014), the 2012 CSIRO Award, the 2012 Battelle Inventor of the Year Award, and the 2018 IEEE Long Island Section Charles Hirsch Award
Lodovico Ratti is Full Professor of Electronics at the University of Pavia, Department of Electrical, Computer and Biomedical Engineering, Italy. His main research expertise lies in front-end electronics for highly segmented radiation detectors, photodetectors (SPADs, SiPMs), and monolithic sensors, particularly those based on CMOS processes. His work also focuses on ionizing radiation effects, bulk damage, and noise characterization in microelectronic devices and circuits. The target applications of his research include high-energy physics, astrophysics, and photon science experiments. Lodovico Ratti serves as Secretary of the Radiation Instrumentation Steering Committee (RISC) of the Nuclear and Plasma Science Society (NPSS). He is also a Technology Research Fellow with the National Institute for Nuclear Physics (INFN), Italy. He is the author or co-author of more than 360 publications, including peer-reviewed journal papers, conference proceedings, contributions to international conferences, and book chapters. He also serves as editor for IEEE Transactions on Nuclear Science, Frontiers in Physics, and MDPI Electronics.
SC2 - Fast Timing Photodetectors
- Instructors: Fabrice Retière, Serge Charlebois
- Date: Saturday, November 7, 2026
- Time: 9:00 - 19:00
- Location: Hotel Saray Granada
- Capacity: to be announced...
Description
to be announced…
Outline
to be announced…
SC3 - Scientific Writing
- Instructors: to be announced...
- Date: Sunday, November 8, 2026
- Time: to be announced...
- Location: Hotel Saray Granada
- Capacity: to be announced...
Description
to be announced…
Outline
to be announced…
SC4 - State-of-the-art semiconductor detectors in basic science, applied science and in industry
- Instructors: Lothar Strüder, Guiseppe Bertuccio, Andrew Fram, to be announced...
- Date: Sunday, November 8, 2026
- Time: 9:00 - 18:30
- Location: to be announced...
- Capacity: to be announced...
Description
A solid understanding of the physics and technology underlying semiconductor detectors enables researchers to align experimental measurements more eAectively with the scientific questions under investigation. It further facilitates the optimization of data analysis procedures, allowing experiments to approach the intrinsic resolution limits of the measurement setup. Moreover, such knowledge empowers users to formulate well-founded proposals for improving measurement processes in both
hardware and software.
This one-day course begins with the fundamentals of semiconductor physics, followed by an overview of the interaction of ionizing radiation with semiconductor materials. Key concepts such as charge carrier generation and transport, basic device architectures, and an introduction to process and device simulation will be covered.
Depending on the application, semiconductor detectors require dedicated electronics characterized by low noise and high speed. Accordingly, noise sources and mitigation strategies will be discussed in detail. The course will also introduce application-specific integrated circuit (ASIC) developments for signal amplification and data processing, concluding with an overview of state-of-the-art ASIC designs that enable complex
detector systems.
Applications of semiconductor detectors across astrophysics, materials science, life sciences, and high-energy physics will be presented, each beginning with a clear motivation and a description of the relevant experimental constraints. In astrophysics, both space-based missions – such as XMM-Newton, Chandra, eROSITA, and BepiColombo – and future projects like ATHENA and LISA will be discussed, alongside ground-based systems employing e.g. adaptive optics.
In materials and life sciences, experiments conducted in institutional laboratories, synchrotrons, and X-ray free-electron lasers rely on electrons, protons, and X-rays to probe for example, crystal structures, molecular bonds, electric and magnetic fields, mechanical stress and many more. These applications impose diverse requirements on detectors, including high dynamic range, spectroscopic imaging capabilities, ultrafast response and count rate capability.
High-energy and nuclear physics have historically driven the development of advanced detector technologies. Examples include accelerator-based experiments at CERN and KEK, as well as underground experiments such as DUNE and GERDA. There is also a strong connection to astrophysics, particularly in extending observations to the TeV energy range using ground-based Cherenkov telescopes such as MAGIC and HESS.
By providing a comprehensive overview of this broad range of applications, the course aims to stimulate new experimental ideas and support students and researchers in refining their scientific research.
Outline
Part I: Semiconductor detector physics – 100 min
Part II: Electronics for semiconductor detectors – 90 min
Part III: Semiconductor detectors in astronomy and astrophysics – 60 min
Part IV: Semiconductor detectors in material and life sciences – 90 min
Part V: Semiconductor detectors in high energy physics – 90 min
Part VI: Summary and discussion – 30 min
SC5 - Fast-timing scintillation detectors for medical and other applications
- Instructors: Dennis R. Schaart, Delft University of Technology, Joshua Cates, Lawrence Berkely National Laboratory
- Date: Monday, November 9, 2026
- Time: 9:00 - 17:30
- Location: Hotel Saray Granada
- Capacity: to be announced...
Description
Remarkable progress is being made with regard to the timing performance of scintillation detectors. For example, the time resolution of clinical time-of-flight positron emission tomography (TOF-PET) systems has improved from 500 – 700 ps FWHM in the second half of the 2000s to less than 200 ps FWHM for the latest available systems. In the laboratory, coincident detection of annihilation photon pairs with a time resolution better than 50 ps FWHM has been demonstrated. These advancements are driven by innovations in scintillation materials, photosensors, readout electronics, detector design, and signal processing. In addition to medical imaging, the results of these developments are used in many other domains, such as materials science, nuclear physics, and high-energy physics.
The improvement of scintillation detector time resolution requires the optimization of the full detection chain. A sound understanding of the underlying physics and statistics greatly facilitates such efforts. Therefore, a substantial part of the course will be devoted to the theory of scintillation detector time resolution. It will be shown how the physical limits of time resolution are governed by scintillation photon counting statistics and, as such, by fundamental properties of the scintillator (e.g. its light yield and pulse shape) and the photosensor (e.g. its photodetection efficiency and single-photon time resolution).
Based on the insights offered by this analysis, we will study the history, state-of-the-art, and ongoing developments in scintillation materials, photosensors, readout electronics, and signal processing. Special attention will be paid to detectors based on silicon photomultipliers (SiPMs), as the introduction of this new light sensing technology is a key driver of time resolution improvement in TOF-PET. Attention will also be paid to the increasing importance of detector design, which affects the kinetics of scintillation photon transport, as well as on the possibilities to mitigate the resulting loss of time information though the concept of time resolution recovery.
Outline
to be announced…
SC6 - Medical predictions from imaging with machine learning: The implementation gap
- Instructors: John Suckling, Subati Abulikemu
- Date: Monday, November 9, 2026
- Time: 9:00 - 17:30
- Location: Hotel Saray Granada
- Capacity: to be announced...
Description
This course addresses the question of why so few machine learning (ML) systems for medical decision-making go beyond proof-of-concept to implementation. In doing so we take the scenic route, first discussing frequentist and Bayes statistical methods that are already successfully deployed with imaging in research and clinical contexts, and the estimates they make that are useful, and how this information is communicated in a way that improves the patient’s experience. We then take an introductory tour of statistical learning theory (SLT), arguably the first and most comprehensive framework for ML developments including supervised, unsupervised, and reinforcement learning, and how SLT has been applied to imaging data. Validation and performance testing is an important component to these systems, and after describing the primary techniques, we also discuss contemporary alliances of ML with statistical inference. Finally, we explore the technical, ethical, and organisational reasons why ML systems are particularly absent from routine healthcare, even though they appear to offer an empirical advantage.
Outline
Part I: Statistical testing for medical imaging
- Images as an ordered dataset
- Frequentist and Bayes statistical approaches for imaging
- Including spatial information in test statistics
- The reproducibility crisis and response
Part II: An introduction to Statistical Learning Theory
- Preliminaries
- Components of a ML system
- Cross-validation
- Statistical Agnostic Learning
Part III: The implementation gap
- Technical – the right outputs for the right questions
- Ethical – bias, privacy, and explainability
- Organisational – agency and responsibility, interacting with electronic health records, integration into healthcare processes
SC7 - Medical Image Reconstruction: from Foundations to AI
- Instructors: Andrew Reader (KCL), siqi Li (UC Davis), George Webber (KCL)
- Date: Tuesday, November 10, 2026
- Time: 9:00 - 17:30
- Location: Hotel Saray Granada
- Capacity: to be announced...
Description
Using the primary example of positron emission tomography (PET), core image reconstruction methods will be explained, from unregularised to regularised methods, through to kernel-based and generative AI-based image reconstruction. The coverage of reconstruction and deep learning principles will also touch on implementation aspects for core methods as well as state of the art methodology.
Image reconstruction foundations
- Reconstruction basics: object representation and forward models
- Maximum likelihood expectation maximisation (MLEM)
- Maximum a posteriori EM (MAPEM)
- Priors
- Algorithms
AI for image reconstruction: introduction
- Basic principles of deep learning
- Direct methods (CNNs and CEDs)
- Unrolled iterative deep-learned methods (e.g. FBSEM-Net)
- Methods without training data
Kernel and deep image prior methods
- Conventional kernel EM (KEM)
- Deep image prior (DIP)
- Kernel methods with deep learning
Generative AI for image reconstruction
- Overview of generative models for inverse problems
- Diffusion models and integration with PET image reconstruction
- Unsupervised and supervised approaches
Test-time adaptation: steerable diffusion and deep diffusion image prior
Outline
to be announced…
SC8 - Fundamentals of Total-Body PET
- Instructors: Steve Meilkle (University of Sydney), Georgios Angelis (University of Sydney), Ben Spencer (UC Davis)
- Date: Tuesday, November 10, 2026
- Time: 9:00 - 17:30
- Location: Hotel Saray Granada
- Capacity: to be announced...
Description
This course focusses on the unique features of Total-Body and long axial field-of-view PET (TBPET) systems that an imaging scientist needs to know to extract optimal performance from such systems, along with the clinical and research applications enabled by this technology. Participants will explore challenges and solutions for managing the QC, image reconstruction and data processing of TBPET systems, and how to exploit their unique advantages in a range of applications.
Outline
to be announced…