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Special Issue on Causal Inference in Healthcare
by Azzimonti Laura 13 Jun '25

13 Jun '25

Dear all, We are pleased to announce the special issue of the International Journal of Approximate Reasoning titled “Causal Inference in Healthcare”. The deadline for manuscript submission is November 5th, 2025. The widespread availability of real-world data from electronic health records, databases, registries, and digital health tools offers unique opportunities for advancing healthcare. However, extracting actionable insights requires grounded methods that account for bias, confounders, and the complexity of medical and biomedical systems. Causal inference provides a rigorous and robust framework for modelling cause-and-effect relationships, addressing biases and confounding factors and evaluating treatment effects, ultimately enabling personalised decision-making. This special issue seeks contributions exploring innovative applications, methodological advancements, and interdisciplinary perspectives on causality in healthcare, with a focus on utilising evidence from diverse data sources to address critical medical challenges. Topics of interest include, but are not limited to: - Personalised treatment effect estimation. - Causal inference in randomised clinical trials. - Bias identification and mitigation in healthcare studies. - Counterfactual reasoning for clinical prediction. - Counterfactual fairness in healthcare. - Mediation analysis in medical research. Guest editors: - Laura Azzimonti, IDSIA USI-SUPSI, Lugano, Switzerland (laura.azzimonti(a)supsi.ch<mailto:laura.azzimonti@supsi.ch>) - Alessandro Antonucci, IDSIA USI-SUPSI, Lugano, Switzerland (alessandro.antonucci(a)supsi.ch<mailto:alessandro.antonucci@supsi.ch>) Important Dates: - Submission Open Date: May 05, 2025 - Submission Deadline: November 05, 2025 - Notification of Acceptance: March 05, 2026 Manuscripts must be submitted via the International Journal of Approximate Reasoning online submission system (Editorial Manager®). Please select the article type “VSI: Causal Inference in Healthcare” when submitting your manuscript online. Please refer to the Guide for authors to prepare your manuscript. All submitted papers under this call will undergo the journal's standard review process. For any further information, the authors may contact the Guest Editors. We warmly encourage you to submit your work or share this call with colleagues who might be interested. For further details, please visit https://www.sciencedirect.com/special-issue/321586/causal-inference-in-heal… Thank you for your attention. Best regards, Laura Azzimonti Guest Editor ––––––––––––––––––––––––––––––––––––––––––––– Scuola universitaria professionale della Svizzera italiana Istituto Dalle Molle di studi sull’intelligenza artificiale IDSIA USI-SUPSI Laura Azzimonti, PhD Senior Researcher and Lecturer Polo universitario Lugano Via la Santa 1 CH – 6962 Lugano-Viganello Tel. +41 (0)58 666 66 44 laura.azzimonti(a)idsia.ch www.idsia.ch

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Seminar Giuseppina GUATTERI
by Antonello Pesce 13 Jun '25

13 Jun '25

Dear all, On JUNE 18th, at the Department of Mathematics of the University of Bologna, room Vitali, and online at this LINK <https://teams.microsoft.com/l/meetup-join/19:meeting_NzYzZTc5ZDgtZjAxYi00ND…>, the following seminar will take place: 11:00-12:00: Giuseppina GUATTERI “MAXIMUM PRINCIPLE FOR OPTIMAL CONTROL PROBLEMS WITH DELAYS IN THE NON CONVEX CASE” as part of the cycle Stochastics and Applications. ABSTRACT: We establish a stochastic maximum principle for controlled stochastic differential equations with delay and control-dependent noise, without convexity assumptions on the control space. The cost functional depends on both present and delayed states, modeled via general finite measures. For measures with square-integrable densities, we employ infinite-dimensional reformulation and BSDE techniques; for general measures, we apply anticipated BSDEs and weak convergence methods. We further analyze the case of delay measures with $L^p$-densities ($p \in (1,2)$), deriving a generalized mild backward equation beyond Hilbertian settings. For any question, please contact the organizers: Elena Bandini (elena.bandini7(a)unibo.it <mailto:elena.bandini7@unibo.it>), Antonello Pesce (antonello.pesce2(a)unibo.it <mailto:antonello.pesce2@unibo.it>)

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Bernoulli Society New Researcher Award 2026 in Probability Theory
by AMORINO, CHIARA 13 Jun '25

13 Jun '25

Dear colleagues, I would like to kindly remind you of the *Bernoulli Society New Researcher Award 2026 in Probability Theory*, which is currently accepting applications. The call has been open for some time, but we have not yet received many applications, so we would really appreciate your help in spreading the word. This award recognizes outstanding contributions from early-career researchers in probability. Each awardee will be invited to present their work at a *special invited session during the 45th Stochastic Processes and their Applications (SPA) conference*, to be held in *Ithaca, New York, USA, June 15–19, 2026*. In addition, each awardee will receive up to *1000 EUR* to help cover travel and other expenses, and their profiles will be featured in *Bernoulli News*. *Eligibility:* - Active researchers in Probability Theory who obtained their PhD on or after *June 30, 2020*. - Candidates must be regular members of the Bernoulli Society. - Extensions may be granted for career breaks, such as parental leave. - The Bernoulli Society strongly encourages applications from women and members of under-represented groups. *Application process:* Candidates should submit their applications through the web form available [here] and send the required documents to the email address indicated in the form. *Deadline:* June 30, 2025 Please feel free to forward this call to potential candidates or anyone who might be interested! Thank you very much for your help. Best regards, Chiara

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DEADLINE EXTENSION: Summer School on "Combinatorial stochastic models and mean field games", 8-12 September 2025, San Miniato, Italy.
by Giulio Bottazzi 12 Jun '25

12 Jun '25

Dear Colleagues, the Centro de Giorgi, Scuola Normale Superiore, and the PhD Programme in Economics of the Scuola Superiore Sant'Anna, are jointly organizing the Ph.D.Summer School on "Combinatorial stochastic models and mean field games". The school is aimed at graduate students in Economics, Finance and related disciplines. Application for last-year master students or young researchers will also be considered, conditional on available founds. The deadline for registration and application for FINANCIAL SUPPORT has been extended to June 23rd. Please check https://indico.sns.it/event/105/ Main lecturers: Daria Ghilli, University of Pavia, and Enrico Scalas, La Sapienza, Rome. Best Regards, Giulio Bottazzi -- Giulio Bottazzi PGP Key ID:BAB0A33F Professor of Economics Faculty of Social Sciences Advanced Calculus for Economics and Finance Theory and Methods https://link.springer.com/book/10.1007/978-3-031-30316-6 Scuola Superiore Sant'Anna 56127 - Pisa, Italy Phone:(+39)-050-883365 email:bottazzi@santannapisa.it Fax: (+39)-050-883344 http://www.sssup.it/~bottazzi The information transmitted is intended only for the person or entity to which it is addressed and may contain confidential and/or privileged material. Any review of, re-transmission, dissemination or other use of, or taking of any action in reliance upon, this information by persons or entities other than the intended recipient, is prohibited. If you received this in error, please inform the sender by e-mail and delete the content. Il contenuto e gli allegati di questo messaggio sono strettamente confidenziali e ad uso esclusivo del destinatario. Ne sono vietati la diffusione, l'inoltro e l'uso non autorizzato da parte di utenti diversi dal destinatario. Qualora il presente messaggio Le fosse pervenuto per errore, La preghiamo di distruggerlo e darcene comunicazione a mezzo e-mail.

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Mathematics - Special Issue: Mathematical and Computational Modelling in Empirical and Applied Science
by Alberto Lanconelli 12 Jun '25

12 Jun '25

Dear all, this is to bring to your attention the call for papers for a special issue in Mathematics, with title: Mathematical and Computational Modelling in Empirical and Applied Science The deadline for submissions is 31 October 2025. More details can be found at https://www.mdpi.com/journal/mathematics/special_issues/Computational_Model… and below. Best wishes.. Giulia Spaletta, Margherita Carletti, Alberto Lanconelli (Guest Editors) Mathematics an Open Access Journal by MDPI Impact Factor 2.3 CiteScore 4.6 mdpi.com/si/227288 Message from the Guest Editors Life sciences have become central in scientific research over recent years, both for their wide range of advanced applications and for their usefulness in the treatment of complex and/or rare diseases that affect humans. Experimentalists in biology and, more generally, in the natural and applied sciences increasingly look to the simulation methods and tools that mathematicians, statisticians, and computer scientists can offer, in attempts to obtain in-depth information on the physical phenomena in which they are involved. To accomplish this task, modeling is confirmed as an essential step with which to gain insights and acquire knowledge on the phenomena considered, describe the related processes of interest, and make predictions. Contributions are therefore welcome regarding applications of mathematics to real-life situations and, above all, to natural and applied science, particularly computational biology and biotechnology, but also physics and medicine. Also of interest are applications involving complex and/or high-dimensional data or dynamics arising in the social sciences, especially economics devoted to health and lifestyle aspects.

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Conference GRAFIA - PRIN 2022
by Valentina Cammarota 11 Jun '25

11 Jun '25

Dear Colleagues, We are pleased to announce the Conference GRAFIA - Geometry of RAndom FIelds and Applications. The conference will be held at Palazzone di Cortona (Arezzo), June 16-20, 2025. The conference is funded by the project PRIN - MUR 2022 GRAFIA, and aims at bringing together experts and emerging scientists working in geometry and statistics of random fields and their applications. Speakers: Jürgen Angst (Univ. Rennes) Dmitry Belyaev (Univ. Oxford) Alessia Caponera (LUISS) Marco Carfagnini (Univ. Melbourne) Lucia Celli (Univ. Luxembourg) Lorenzo Dello Schiavo (Univ. Roma Tor Vergata) Naomi Feldheim (Bar Ilan Univ.) Louis Gass (Univ. Luxembourg) Giacomo Greco (Univ. Roma Tor Vergata) Davar Koshnevisan* (Univ. Utah) Leonardo Maini (Univ. Roma Tor Vergata) Michael McAuley (Technological Univ. Dublin) Oanh Nguyen (Brown Univ.) Ivan Nourdin (Univ. Luxembourg) Giovanni Peccati (Univ. Luxembourg) Francesca Pistolato (Univ. Luxembourg) Guillaume Poly (Univ. Rennes) Frederic Schoppert (Univ. Lübeck) Radomyra Shevchenko (Univ. Côte d'Azur) Michele Stecconi (Univ. Luxembourg) Anna Paola Todino (Univ. Piemonte Orientale) Anna Vidotto (Univ. Roma Sapienza) Yimin Xiao (Michigan State Univ.) Further information can be found on the conference website https://sites.google.com/unimib.it/prin2022grafia/conference If you are interested in attending the conference please send us an email. Participation is free, but registration is mandatory. Registration is open until 20 April. Best regards, the organizers (Valentina Cammarota, Claudio Durastanti, Domenico Marinucci, Maurizia Rossi) ************************************************************************************ Valentina Cammarota Associate Professor in Probability and Mathematical Statistics Sapienza University of Rome https://www.dss.uniroma1.it/it/dipartimento/persone/cammarota-valentina https://sites.google.com/site/valentinacammarota/ ************************************************************************************

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University Assistant Prae-Doc (PhD Student), Mathematical Finance, TU Wien, Austria
by Sandra Trenovatz 11 Jun '25

11 Jun '25

-------------------------------------------- University Assistant Prae-Doc (PhD Student) https://fam.tuwien.ac.at/jobs/20250605e.php Application deadline: July 17th, 2025 --------------------------------------------- The Financial and Actuarial Mathematics Group (FAM, <https://fam.tuwien.ac.at/>) of the TU Wien (Vienna, Austria), is offering a position as University Assistant Prae-Doc (PhD Student) limited to expected 4 years for 30 hours/week. Expected start: October 2025. *Tasks* - Research on mathematical finance leading to a dissertation and publications, - Collaboration on research and teaching tasks, - Participation in scientific events, - Assistance/Collaboration in organizational and administrative tasks *Your profile* - Completion of a master or diploma curriculum in mathematics, or a related field (e.g., computer science or theoretical physics with a strong background in relevant mathematical topics) until the time of occupation - Experience in the following scientific fields: mathematical finance, probability theory, stochastic analysis - Good English skills - German skills would be an advantage Find further details in the job announcement. *Application deadline* July 17th, 2025. *Contact Person* Prof. Stefan Gerhold, sgerhold(a)fam.tuwien.ac.at *Job announcement* University Assistant Prae-Doc (all genders) on the FAM homepage: https://fam.tuwien.ac.at/jobs/20250605e.php Application link: https://jobs.tuwien.ac.at/Register/253376?culture=en

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4-YEAR PHD PROGRAM IN MODELING AND ENGINEERING RISK AND COMPLEXITY AT THE SCUOLA SUPERIORE MERIDIONALE, NAPLES, ITALY
by Tiziano De Angelis 10 Jun '25

10 Jun '25

Dear All, The announcement below may be of interest to students who wish to pursue a PhD in applied probability or statistics. Best wishes Tiziano De Angelis --------------------------- The Call for Applications for the 4 year PhD Program in Modeling and Engineering Risk and Complexity of the Scuola Superiore Meridionale (a brand new School for Advanced Studies established in Naples by the Italian Government in 2019) is now out and available at https://www.ssmeridionale.it/avcp/bando-di-concorso-xli-ciclo-dottorato-di-… <https://www.ssmeridionale.it/en-us/la-scuola/bandi-di-concorso/dottorati> https://www.ssmeridionale.it/wp-content/uploads/2025/05/Copia_Call_for_appl… We are looking for bright and ambitious students from any area of Mathematics, Physics, Science and Engineering to join this exciting new program. *5** fully funded 4-year scholarships are available this year* *Each scholarship includes* a stipend of EUR 19,000 per year which is increased by 50% when the student is spending time abroad. Students are expected to spend at least *12 months abroad* during their PhD. Each Scholarship also includes approx EUR 3,800 for research costs/travel per year. Students can choose their projects and supervisor from a vast range of options during their first year. Examples of past and ongoing research projects are available on the website of the MERC PhD program at https://www.ssmeridionale.it/modeling-and-engineering-risk-and-complexity-m… Applicants must submit a brief scientific report (description of their MSc thesis work, CV, personal statement and reference letters) following the instructions provided at the website above *by* *no later than **27th August 2025**.** Applications must be submitted using the online platform as explained at the link below:* https://www.ssmeridionale.it/avcp/bando-di-concorso-xli-ciclo-dottorato-di-… Successful candidates will be announced by the end of September 2025 with the course officially starting on 1st November 2025. For any further information, contact the PhD Coordinator, Prof Mario di Bernardo, via e-mail at merc(a)ssmeridionale.it, or any of the PhD Board members listed in the PhD website above.

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Workshop "Evolutionary dynamics, game theory and uncertainty in economic modelling: theory and applications"
by Marina Pireddu 10 Jun '25

10 Jun '25

We are glad to announce the workshop "Evolutionary dynamics, game theory and uncertainty in economic modelling: theory and applications", to be held at the University of Milano-Bicocca, Italy, on June 26th and 27th, 2025. This event is part of the PRIN PNRR 2022 Project "Evolutionary Poisson Games: Theory and Application", of the Italian Ministry of University and Research (MUR) Prot. 2022BNPZY3. SPEAKERS (in alphabetic order): Gian Italo Bischi (University of Urbino) Alessia Cafferata (University of Pisa) Andrea Caravaggio (University of Siena) Fausto Cavalli (University of Milano-Bicocca) Lorenzo Cerboni Baiardi (University of Bologna) Arianna Dal Forno (University of Molise) Luca Gori (University of Pisa) Fabio Lamantia (University of Catania) Alessandra Mainini (Catholic University of the Sacred Heart) Akio Matsumoto (Chuo University, Tokyo) Paulo Medeiros (University of Milano-Bicocca) Elisabetta Michetti (University of Macerata) Enrico Moretto (University of Milano-Bicocca) Marina Pireddu (University of Milano-Bicocca) Davide Radi (Catholic University of the Sacred Heart) Mauro Sodini (University of Naples Federico II) Fabio Tramontana (University of Urbino) Maria Cristina Uberti (University of Turin) Daniela Visetti (University of Milano-Bicocca) Please find attached the programme of the workshop. Registration is free, but mandatory. In case you are interested in attending the event, or should you need any further information, please write an email, by June 20th, to marina.pireddu(a)unimib.it. Please feel free to forward this announcement to anyone interested. We apologize in advance for multiple postings. Best regards, The Organizers (Fausto Cavalli, Paulo Medeiros, Ahmad Naimzada, Marina Pireddu and Daniela Visetti) [image: header.png]

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Conference in Pisa
by Marco Romito 09 Jun '25

09 Jun '25

Dear colleagues, We are pleased to announce the two-day conference /Stochastic Bridges: From Avon to Arno/ taking place in Pisa from June 25th to 26th. The registration is now open for the workshop, and you can find more information at the website: https://sites.google.com/unipi.it/stochasticfata The conference brings together researchers in stochastic analysis and aims to highlight recent developments in stochastic PDEs and related areas. The program will feature a series of talks from experts and early-career researchers. The event is open to researchers in stochastic analysis. Best, Marco, Mario, Sotiris

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