
It is my great pleasure and privilege to welcome you to today’s webinar on “Stochastics: analysis and statistics”. I am honored to serve as the chair of this session and to facilitate the presentations and exchange of ideas on the current state of the art in this field and its related topics.
In recent times, with the help of AI, researchers can easily find the information they need for their research exploration. However, the inter-person exchange is still an indispensable way for our humanity to expand our knowledge boundaries. The webinar is one of the most effective and economic ways for this inter-person interaction. This webinar features three key talks presented by rising star experts. The topics range from the Bayesian nonparametrics, learning of single-layer attention-style models and further analysis of stochastic partial differential equations, including Dirichlet processes, stochastic differential equations, stochastic partial differential equations, Attention-Style Models, Feynman–Kac formula, Bernstein–von Mises theorem, Berry–Esseen bounds, statistical learning, minimax rate.
Audience are encouraged to raise questions and express opinions or any comments during and after each lecture.
Date: 17 April 2026
Time: 2:00 pm CEST | 8:00 am EDT
Webinar Secretariat: journal.webinar@mdpi.com


As chair of this webinar, I am pleased to provide a brief summary of our session. We brought together three distinguished experts to explore the sustainable transformation of agri-food waste into high-value functional products. Discussions covered microbial platform comparison (fungi vs. microalgae), biomass valorization, challenges of industrial process, and the future vision of distributed production. Participants also raised thoughtful questions during the session, which enriched our dialogue. I sincerely thank our speakers and everyone who joined us. Please enjoy the recording.
The full recording can be found below. In order to learn about future webinars, you can sign up to our newsletter by clicking “Subscribe” at the top of the page.
Research Progress of Probability Statistics
Edited by Prof. Dr. Wanyang Dai
Deadline for manuscript submissions: 30 April 2026