Biology

In the last 65 years of biology, we have witnessed three changes in the dominant paradigm employed to make progress in the life sciences; the systems biology of organisms (300 BC to 1950 AD), molecular biology and genetics employing a reductionist...

Biology Seminar

April 21, 2026 | 10:30am - 12:30pm
Add to calendar 04/21/2026 10:30 04/21/2026 12:30 Biology Seminar use-title Topic: The Mathematics of Human Population Growth and CO2 Emissions Speakers: Victor M. Yakovenko, University of Maryland More: https://www.ias.edu/sns/events/biology-seminar As a postdoc at Rutgers University, I attended a physics colloquium presented by Sergei Kapitza in the fall of 1992.  His talk argued that human population growth is hyperbolic with a singularity in the year 2026.  Actually, this claim was first published by Heinz von Foerster et al. in 1960 in Science.  Using current empirical data from 10,000 BCE to 2023 CE, we re-examine this claim.  We find that human population initially grew exponentially in time as N(t)~exp(t/T) with T~3000 years.  This growth then gradually evolved to be super-exponential with a form similar to the Bose function in statistical physics.  Population growth further accelerated around 1700, entering the hyperbolic regime N(t)=C/(t_s-t) with the extrapolated singularity year t_s=2030, which essentially confirms the claim by Kapitza and von Foerster et al.  We attribute the onset of the hyperbolic regime to the transition to massive use of fossil fuels upon the Industrial Revolution, as evidenced by a linear relation that we find between world population and the increase in CO2 level from 1700 to 2000.  But in the 21st century, the inverse population curve 1/N(t) deviates from a straight line and follows a pattern of "avoided crossing".  As a result, the singularity transforms into a square-root Lorentzian peak at t_s=2030 of the width \tau=32 years.  Our predicted year 2030 of the peak in human population is much earlier than in other demographic forecasts.  We also find that the increase in the CO2 level since 1700 is well fitted by arccot[(t_s-t)/\tau_F] with \tau_F=40 years.  It implies a Lorentzian peak in the annual emissions d(CO2)/dt at the same year t_s=2030. Bloomberg Hall Biology Conference Room (1st Floor, Room 113) a7a99c3d46944b65a08073518d638c23

As a postdoc at Rutgers University, I attended a physics colloquium presented by Sergei Kapitza in the fall of 1992.  His talk argued that human population growth is hyperbolic with a singularity in the year 2026.  Actually, this claim was first...

Princeton University PCTS Workshop

November 12, 2025 | 8:00am - 5:00pm
November 13, 2025 | 8:00am - 5:00pm
November 14, 2025 | 8:00am - 1:00pm

Organizers: 
Princeton University: B. Andrei Bernevig, Miguel Goncalves, Biao Lian, Felipe Mendez Valderrama, Sanfeng Wu
University of Washington: Xiaodong Xu
University of Wuerzburg: Giorgio Sangiovanni

Registration is free, but required, and you must...

Princeton University PCTS Workshop

November 12, 2025 | 8:00am - 5:00pm
November 13, 2025 | 8:00am - 5:00pm
November 14, 2025 | 8:00am - 1:00pm

Organizers: 
Princeton University: B. Andrei Bernevig, Miguel Goncalves, Biao Lian, Felipe Mendez Valderrama, Sanfeng Wu
University of Washington: Xiaodong Xu
University of Wuerzburg: Giorgio Sangiovanni

Registration is free, but required, and you must...

Simons Center for Systems Biology - Seminar

November 12, 2025 | 10:30am - 12:30pm

Abstract: Ensembles of randomly wired networks, constrained by biology (cell types, Dale’s law, geometry), can rival far more detailed models in matching statistics of neural population dynamics, thus revealing the “typical” behavior of high...

Princeton University PCTS Workshop

November 12, 2025 | 8:00am - 5:00pm
November 13, 2025 | 8:00am - 5:00pm
November 14, 2025 | 8:00am - 1:00pm

Organizers: 
Princeton University: B. Andrei Bernevig, Miguel Goncalves, Biao Lian, Felipe Mendez Valderrama, Sanfeng Wu
University of Washington: Xiaodong Xu
University of Wuerzburg: Giorgio Sangiovanni

Registration is free, but required, and you must...

Simons Center for Systems Biology - Seminar

October 27, 2025 | 10:30am - 12:30pm

Abstract: In many experimental situations, large populations of simultaneously recorded neurons (up to 1 million) have been found to exhibit ‘low-dimensional’ dynamics, in the sense that the population dynamics can be effectively described by a...