The astronomer and cosmologist Karim Benabed got killed on Wednesday in Paris. While cycling, run over by a truck-driver (with no further details at the moment). He was a senior research at IAP (Institut d’Astrophysique de Paris) and we actively collaborated together between 2005 and 2010 on an ANR project on efficient simulation methods for inferring cosmological parameters, based on PMC. And Bayesian model comparison. He was a very congenial person, very sharp in assimilating new methods and keen on exploring novel hypotheses. While we did not keep closely in touch, I would meet him now and then while visiting the IAP. Ironically, Darren Wraith, formerly a postdoc with him at IAP, was visiting me last week and we were reminiscing of that era as late as Saturday night over dinner… So sad (and also so absurd, a truck stopping the trajectory of someone managing to travel to the origins of the Universe). The above is a cartoon of him drawn during his cosmic microwave background presentation during the Nuit de l’Astronomie.
Archive for dark energy
Karim Benabed, astrophysician
Posted in Statistics, Travel, University life with tags ABC, adaptive importance sampling, ANR, astronomy, Bayesian inference, Bayesian model comparison, CMB, cosmology, cycling, dark energy, evidence, gravitational lensing, IAP, Institut d'Astrophysique de Paris, Nuit de l'Astronomie, Planck experiment, PMC, population Monte Carlo, traffic accident on December 5, 2025 by xi'anNature tidbits [23 October 2025]
Posted in Books, Kids, pictures, Running, Travel, University life with tags @ScientistTrump, academic freedom, Adolph Northen, Agents4Science 2025, Austin, Australia, Berezina, book review, Brazil, Brown University, cognitive biases, cover, dark energy, dark matter, Edwin Hubble, emigration, ERC Synergy Grant, Federal Government, France, Garching, Google, Hubble constant, imitation game, immigration, Italy, Max Planck Institute, mental health, Milky Way, MIT, Napoléon Bonaparte, Nature, PhD position, PhD students, PhD thesis, protect, quantum computing, Reionization, Royal Society, Russian campaign, Stanford University, Sveriges Riksbank Prize in Economic Sciences in Memory of Alfred Nobel, The University of Texas at Austin, Trump administration, Turing's test, UCLA, ultra-marathon, University of Pennsylvania on November 27, 2025 by xi'anIn this October issue of nature, plenty of the “usual” topics, namely AI and Trump.2.0 wrecking balls, along with two cosmology entries that related to my trip to the early universe last week, and a pros-and-cons opposition about animal testing,
a discussion on the nature of the “little red dots” that have been recently observed and whose nature remains open, the most popular explanation (I was given during lunch) being black holes surrounded by gas (even though I cannot understand why the gas is not attracted by the black hole!) [and would have produced a more exciting cover!]
a review of the recent book Discordance: The Troubled History of the Hubble Constant by Jim Baggott, entitled Why we still don’t understand the Universe — even after a century of dispute! A review that regrets that more time is spent on the Hubble “constant” (which varies with time!) rather than more controversial issues like dark matter and dark energy (And strangely bemoans that the book is focussed on scientific developments, missing sociological ones. Duh?! (Bonus for a picture of suit-and-tie Edwin Hubble sitting at the centre of a telescope),
two entries on the well-being [or lack thereof] of PhD students, with nothing particularly surprising (eg, inclusivity and respect help!), and Brazil, Australia and Italy ranking top locations but in a comparative study that does not mention France (as often in international comparisons found in Nature) despite the place being in the top 10 countries delivering PhD degrees, not that I believe PhD students are particularly well-treated in French academia!, the (unexplained) surprise being Italy ranking so high given the close resemblance between the two countries (low stipends, shortage of postdoc and permanent positions, high teaching loads for the advisor, limited travel budgets),
a conference (purposedly) made of AI-written papers reviewed by AI referees, Agents4Science 2025, how universities are rushed into adapting to AI-fluent students, whose skills are changing, and the rise in fake authors produced by paper mills, with a limited range of acceptable solutions,
why Trump 2.0‘s blackmail on pharmaceutical companies is counter-productive and likely to slow down progress, and why his massive increase of highly qualified scientists is shooting (or nuking) USelf in the foot, given the huge proportion) of im/emigrated Nobel prize winners (for physics, chemistry, and medicine), along the (post-) Nobel prize in economics is a direct or indirect reply to this regression by awarding the Prize to economists who worked on the importance of creativity and science on growth (not very surprising at first look!)
astronomical evidence
Posted in pictures, Statistics, University life with tags ABC, ABC-MCMC, arXiv, astrostatistics, Bayes factor, Bayesian model selection, BAYSM 2014, dark energy, evidence, Ewan Cameron, falsification, reversible jump MCMC, Vienna on July 24, 2015 by xi'an
As I have a huge arXiv backlog and an even higher non-arXiv backlog, I cannot be certain I will find time to comment on those three recent and quite exciting postings connecting ABC with astro- and cosmo-statistics [thanks to Ewan for pointing out those to me!]:
- Weighted ABC: a new strategy for cluster strong lensing cosmology with simulations, by Madhura Killedar et al. [Madhura won one of the three prizes at the BAYESM meeting last year]:
“We investigate the uncertainty in the calculated likelihood,and consequential ability to compare competing cosmologies…”
- Inflation, evidence and falsifiability, by Giulia Gubitosi et al.:
“By considering toy models we illustrate how unfalsifiable models and paradigms are always favoured by the Bayes factor…”
- Bayesian model selection without evidences: application to the dark energy equation-of-state, by Sonke Hee et al.:
“A method is presented for Bayesian model selection without explicitly computing evidences … without the need for reversible jump MCMC techniques.”
550 billion particles
Posted in Books, Kids, pictures, Statistics, Travel, University life with tags CMB, cosmic microwave background, cosmology, dark energy, DEUS, flops, Monte Carlo Statistical Methods, simulation, supercomputer, towel on April 22, 2012 by xi'an“Space,” it says, “is big. Really big. You just won’t believe how vastly, hugely, mindbogglingly big it is. I mean, you may think it’s a long way down the road to the chemist’s, but that’s just peanuts to space, listen…” The Hitchhiker’s Guide to the Galaxy, Douglas Adams
“There is a theory which states that if ever anyone discovers exactly what the Universe is for and why it is here, it will instantly disappear and be replaced by something even more bizarre and inexplicable. There is another theory which states that this has already happened.” The Hitchhiker’s Guide to the Galaxy, Douglas Adams
Following a link on Science Daily when looking at this 64 kcal mystery, I found an interesting annoucement about the most complete simulation of the evolution of the Universe from the Big Bang till now. The cosmology research unit in charge of the project is furthermore called DEUS (for Dark Energy Universe Simulation!), mostly located at Université Paris-Diderot, and its “goal is to investigate the imprints of dark energy on cosmic structure formation through high-performance numerical simulations”. It just announced the “simulation of the full observable universe for the concordance ΛCDM model”, which allows for the comparison of several cosmological models. (Data is freely available.) Besides the sheer scientific appeal of the project, the simulation side is also fascinating, although quite remote from Monte Carlo principles, in that the approach relies on very few repetitions of the simulation. The statistics are based on a single simulation, for a completely observed (simulated) Universe.
“If life is going to exist in a Universe of this size, then the one thing it cannot afford to have is a sense of proportion…” The Hitchhiker’s Guide to the Galaxy, Douglas Adams
The amounts involved in this simulation are simply mindboggling: 92 000 CPUs, 150 PBytes of data, 2 (U.S.) quadrillion flops (2 PFlop/s), the equivalent of 30 million computing hours, each particle has the size of the Milky Way, and so on… Here is a videoed description of the project (make sure to turn the sounds off if, like me, you simply and definitely hate Strauss’ music, and even if you like it, since the pictures do not move at the same pace as the music!):


