Physics
When you are making a model it is common to make assumptions about the physical systems often assume that measurable features of the system. Temperature or chemical potential can be specified. The real world is messier than that, and uncertainty is unavoidable. Temperatures fluctuate, instruments malfunction, the environment interferes, and systems evolve over time.
Statistical physics address the uncertainty about the state of a system that arises when that system interacts with its environment but a new paper says that uncertainty in the thermodynamic parameters themselves — built into…
2023 is over and I am looking back at my achievements and failures, to take stock and try to learn something from the matter. This blog looks like a reasonably good place for such an exercise, so I am writing here an inventory of what happened to me in the past 12 months. Sorry if this sounds very boring!2023 has been the first year of my serving as a president of the USERN organization. USERN (https://usern.tums.ac.ir, for Universal Scientific Education and Research Network) is a large network of scientists - it counts about 25,000 members worldwide - which aims to foster interdisciplinary…
Next month I will be giving three lectures to high-school students on using artificial intelligence for research in fundamental physics, and as usual I am not yet worried by the schedule enough to start thinking at the presentations. Except that in one case the school professor who organizes the event asked me for some preliminary task for the students "to get them in the mood" of the contents of the lecture. So I started pondering on what exercise I could give to the students. And pretty soon I came up with a nice little game, which I will describe here in case you want to…
A number of Master courses in the STEM area mandate students to find a research project abroad to which they participate for 3-6 months. Many of the students find projects that arise their interest through internet searches- at least this is the way I got to know a few of them: as I regularly put details of my research progress in this blog (among other places), I am evidently a visible target. I do not complain about this: many of the students who contact me end up contributing to the projects they get embedded in. In return, they usually get to add a few lines to their CV, and maybe…
Did you recently finish a Master in a scientific discipline, and wish to do some research before deciding whether to embark in a Ph.D.? Do you fancy coming to Padova and work with me and a team of physicists, computer scientists, and astrophysicists on detector optimization? Do you like the idea of traveling to Kaiserslautern for significant periods during the internship, to work under guidance of Prof. Nicolas Gauger at RPTU? Or do you know somebody to which the above might apply? Then please read on.The INFN at the Padova section is opening a 1-year position to work on "Particle detectors…
Since most of the building blocks of our own body are protons, the above title might disturb sensitive readers. On the other hand, describing a proton as a bag of garbage has several merits, as it is a fruitful analogy that may be carried forward when we wish to examine experiments that studied the structure of matter. I will explain what I mean in a moment below.I am currently at a turning point in my yearly course on particle physics for statisticians (yes, there is such a course in the Master of Statistical Sciences at the University of Padova - I invented it, with the encouragement of…
The occasional reader of this blog will excuse me if yet again I do not report here of this or that new result by the LHC collaboration, and instead discuss matters of lesser relevance. But to me, education is important. Even if I am not a University professor, but rather an employee of a research institute (and as such, not obliged to spend some of my time teaching), I do teach courses to university students. I do that because I believe I can give students a positive imprinting on the beauty of physics, on the exciting nature of research in fundamental science, and on how interesting all of…
As I am waiting in Prague airport for my flight back home, after a few days spent discussing the options of the SWGO collaboration for the detectors we are going to build, I came across (through compulsive scrolling on twitter) a thread that caught my attention. It was about emails to academics on PhD openings. Since I found the discussion there a bit too forgiving on the academics, I wish to express my position here - possibly in a less toxic environment.The original posting of the person initiating the thread was meant as a warning to prospective PhD student, explaining how busy and…
Last week I received in my mailbox a copy of the Princeton University Press book "Machine Learning for Physics and Astronomy" by Viviana Acquaviva. They sent me a copy because I had reviewed its contents for Princeton Press.
I am happy with the book. When I accepted to review it, I was a bit hesitant because I am not a computer scientist. I might pass as an expert in machine learning because after all I have been developing such tools for 20 years now (or maybe I should say over 30, as my first attempt was in 1992, with a bootstrap-powered classification method), but I feel I still lack…
Having spent the past 12 months coding up an end-to-end model of an astrophysics experiment, with the sole aim of searching for an optimal solution for its design by use of stochastic gradient descent, I am the least qualified person to judge the aesthetic value of the results I am finally getting from it. Therefore it makes sense to ask you, dear reader, what you think of the eerily arcane geometries that the system is proposing. I do not think that to be a good judge you need to know the details of how the model is put together, but I will nevertheless make an attempt at briefing you…