DeepMind’s program AlphaGo beat Fan Hui, the European Go champion, five times out of five in tournament conditions, the firm reveals in research published in Nature on 27 January. It also defeated its silicon-based rivals, winning 99.8% of games against the current best programs. The program has yet to play the Go equivalent of a world champion, but a match against South Korean professional Lee Sedol, considered by many to be the world’s strongest player, is scheduled for March. “We’re pretty confident,” says DeepMind co-founder Demis Hassabis.
The technique is deep recurrent learning with neural networks.
Distributed Solar: The Democratizaton of Energy
Blogroll
- Survey Methodology, Prof Ron Fricker http://faculty.nps.edu/rdfricke/
- Why "naive Bayes" is not Bayesian Explains why the so-called “naive Bayes” classifier is not Bayesian. The setup is okay, but estimating probabilities by doing relative frequencies instead of using Dirichlet conjugate priors or integration strays from The Path.
- GeoEnergy Math Prof Paul Pukite’s Web site devoted to energy derived from geological and geophysical processes and categorized according to its originating source.
- What If
- Pat's blog While it is described as “The mathematical (and other) thoughts of a (now retired) math teacher”, this is false humility, as it chronicles the present and past life and times of mathematicians in their context. Recommended.
- Gavin Simpson
- Label Noise
- Higgs from AIR describing NAO and EA Stephanie Higgs from AIR Worldwide gives a nice description of NAO and EA in the context of discussing “The Geographic Impact of Climate Signals on European Winter Storms”
- Lenny Smith's CHAOS: A VERY SHORT INTRODUCTION This is a PDF version of Lenny Smith’s book of the same title, also available from Amazon.com
- Beautiful Weeds of New York City
- Mark Berliner's video lecture "Bayesian mechanistic-statistical modeling with examples in geophysical settings"
- Number Cruncher Politics
- Dollars per BBL: Energy in Transition
- Karl Broman
- "Consider a Flat Pond" Invited talk introducing systems thinking, by Jan Galkowski, at First Parish in Needham, UU, via Zoom
- The Plastic Pick-Up: Discovering new sources of marine plastic pollution
- Woods Hole Oceanographic Institution (WHOI)
- Mertonian norms
- Hermann Scheer Hermann Scheer was a visionary, a major guy, who thought deep thoughts about energy, and its implications for humanity’s relationship with physical reality
- Dr James Spall's SPSA
- Subsidies for wind and solar versus subsidies for fossil fuels
- Leverhulme Centre for Climate Change Mitigation
- Giant vertical monopolies for energy have stopped making sense
- American Statistical Association
- James' Empty Blog
- South Shore Recycling Cooperative Materials management, technical assistance and networking, town advocacy, public outreach
- Leadership lessons from Lao Tzu
- Why It’s So Freaking Hard To Make A Good COVID-19 Model Five Thirty Eight’s take on why pandemic modeling is so difficult
- American Association for the Advancement of Science (AAAS)
- AP Statistics: Sampling, by Michael Porinchak Twin City Schools
- Team Andrew Weinberg Walking September 8th for the Jimmy Fund!
- Logistic curves in market disruption From DollarsPerBBL, about logistic or S-curves as models of product take-up rather than exponentials, with notes on EVs
- Earth Family Beta MIchael Osborne’s blog on Science and the like
- OOI Data Nuggets OOI Ocean Data Lab: The Data Nuggets
- ggplot2 and ggfortify Plotting State Space Time Series with ggplot2 and ggfortify
- Gabriel's staircase
- Mrooijer's Numbers R 4Us
- Harvard's Project Implicit
- Rasmus Bååth's Research Blog Bayesian statistics and data analysis
- The Mermaid's Tale A conversation about biological complexity and evolution, and the societal aspects of science
- Slice Sampling
- Tim Harford's “More or Less'' Tim Harford explains – and sometimes debunks – the numbers and statistics used in political debate, the news and everyday life
- Mike Bloomberg, 2020 He can get progress on climate done, has the means and experts to counter the Trump and Republican digital disinformation machine, and has the experience, knowledge, and depth of experience to achieve and unify.
- Peter Congdon's Bayesian statistical modeling Peter Congdon’s collection of links pertaining to his several books on Bayesian modeling
- Darren Wilkinson's introduction to ABC Darren Wilkinson’s introduction to approximate Bayesian computation (“ABC”). See also his post about summary statistics for ABC https://darrenjw.wordpress.com/2013/09/01/summary-stats-for-abc/
- Carl Safina's blog One of the wisest on Earth
- Brendon Brewer on Overfitting Important and insightful presentation by Brendon Brewer on overfitting
- NCAR AtmosNews
- Busting Myths About Heat Pumps Heat pumps are perhaps the most efficient heating and cooling systems available. Recent literature distributed by utilities hawking natural gas and other sources use performance figures from heat pumps as they were available 15 years ago. See today’s.
- Risk and Well-Being
climate change
- Climate model projections versus observations
- Skeptical Science
- The net average effect of a warming climate is increased aridity (Professor Steven Sherwood)
- Anti—Anti-#ClimateEmergency Whether to declare a climate emergency is debatable. But some critics have gone way overboard.
- All Models Are Wrong Dr Tamsin Edwards blog about uncertainty in science, and climate science
- Isaac Held's blog In the spirit of Ray Pierrehumbert’s “big ideas come from small models” in his textbook, PRINCIPLES OF PLANETARY CLIMATE, Dr Held presents quantitative essays regarding one feature or another of the Earth’s climate and weather system.
- Sea Change Boston
- Spectra Energy exposed
- Nick Bower's "Scared Scientists"
- Bloomberg interactive graph on “What's warming the world''
- Social Cost of Carbon
- Paul Beckwith Professor Beckwith is, in my book, one of the most insightful and analytical observers on climate I know. I highly recommend his blog, and his other informational products.
- Documenting the Climate Deniarati at work
- Non-linear feedbacks in climate (discussion of Bloch-Johnson, Pierrehumbert, Abbot paper) Discussion of http://onlinelibrary.wiley.com/wol1/doi/10.1002/2015GL064240/abstract
- SolarLove
- Sir David King David King’s perspective on climate, and the next thousands of years for humanity
- Thriving on Low Carbon
- Mrooijer's Global Temperature Explorer
- Berkeley Earth Surface Temperature
- Andy Zucker's "Climate Change and Psychology"
- Wind sled Wind sled: A zero carbon way of exploring ice sheets
- MIT's Climate Primer
- Interview with Wally Broecker Interview with Wally Broecker
- "Betting strategies on fluctuations in the transient response of greenhouse warming" By Risbey, Lewandowsky, Hunter, Monselesan: Betting against climate change on durations of 15+ years is no longer a rational proposition.
- "Climate science is setttled enough"
- Mathematics and Climate Research Network The Mathematics and Climate Research Network (MCRN) engages mathematicians to collaborating on the cryosphere, conceptual model validation, data assimilation, the electric grid, food systems, nonsmooth systems, paleoclimate, resilience, tipping points.
- Reanalyses.org
- `Who to believe on climate change': Simple checks By Bart Verheggen
- Dessler's 6 minute Greenhouse Effect video
- Tell Utilities Solar Won't Be Killed Barry Goldwater, Jr’s campaign to push for solar expansion against monopolistic utilities, as a Republican
- ATTP summarizes all that stuff about Committed Warming from AND THEN THERE’S PHYSICS
- James Powell on sampling the climate consensus
- Grid parity map for Solar PV in United States
- Solar Gardens Community Power
- Eli on the spectroscopic basis of atmospheric radiation physical chemistry
- `The unchained goddess' 1958 Bell Telephone Science Hour broadcast regarding, among other things, climate change.
- Jacobson WWS literature index
- Tamino's Open Mind Open Mind: A statistical look at climate, its science, and at science denial
- Updating the Climate Science: What path is the real world following? From Professors Makiko Sato & James Hansen of Columbia University
- The Sunlight Economy
- Simple models of climate change
- Climate impacts on retail and supply chains
- "Impacts of Green New Deal energy plans on grid stability, costs, jobs, health, and climate in 143 countries" (Jacobson, Delucchi, Cameron, et al) Global warming, air pollution, and energy insecurity are three of the greatest problems facing humanity. To address these problems, we develop Green New Deal energy roadmaps for 143 countries.
- "A field guide to the climate clowns"
- The HUMAN-caused greenhouse effect, in under 5 minutes, by Bill Nye
- Climate change: Evidence and causes A project of the UK Royal Society: (1) Answers to key questions, (2) evidence and causes, and (3) a short guide to climate science
- The Scientific Case for Modern Human-caused Global Warming
- US$165/tonne CO2: Sweden Sweden has a Carbon Dioxide tax of US$165 per tonne at present. CO2 tax was imposed in 1991. GDP has grown 60%.
- David Appell's early climate science
- Ray Pierrehumbert's site related to "Principles of Planetary Climate" THE book on climate science
Archives
Jan Galkowski
ecoquant
667 per centimeter : climate science, quantitative biology, statistics, and energy policy 