15 Female Mathematicians Whose Accomplishments Add Up

Katherine Johnson at NASA in 1966
Katherine Johnson at NASA in 1966
NASA, Wikimedia Commons // Public Domain

In many periods of history, women have been discouraged from applying their minds to mathematics—but a few persevered. The world-altering contributions of these 15 notable female mathematicians include making hospitals safer, laying the groundwork for the computer, and advancing space flight.


Hypatia (c.355–415) was the first woman known to have taught mathematics. Her father Theon was a famous mathematician in Alexandria who wrote commentaries on Euclid’s Elements and works by Ptolemy. Theon taught his daughter math and astronomy, then sent her to Athens to study the teachings of Plato and Aristotle. Father and daughter collaborated on several commentaries, but Hypatia also wrote commentaries of her own and lectured on math, astronomy, and philosophy. Sadly, she died at the hands of a mob of Christian zealots.


Emilie Chatelet portrait by Latour
Maurice Quentin de La Tour, Wikipedia // Public Domain

Emilie Du Chatelet (1706–1749) was born in Paris in a home that entertained several scientists and mathematicians. Although her mother thought her interest in math was unladylike, her father was supportive. Chatalet initially employed her math skills to gamble, which financed the purchase of math books and lab equipment.

In 1725 she married an army officer, the Marquis Florent-Claude du Chatalet, and the couple eventually had three children. Her husband traveled frequently, an arrangement that provided ample time for her to study mathematics and write scientific articles (it also apparently gave her time to have an affair with Voltaire). From 1745 until her death, Chatalet worked on a translation of Isaac Newton’s Principia. She added her own commentaries, including valuable clarification of the principles in the original work.


Sophie Germain (1776–1831) was only 13 when she developed an interest in mathematics, one that could be blamed on the French Revolution. Since the fighting raged around her home, Germain could not explore the streets of Paris—instead she explored her father’s library, teaching herself Latin and Greek and reading respected mathematical works. Germain’s family also tried to discourage her academic leanings. Not wanting her to study at night, they denied her a fire in her room, but she lit candles and read anyway, bundled in blankets.

Since women’s educational opportunities were limited, Germain studied secretly at the Ecole Polytechnique, using the name of a previously enrolled male student. That worked until the teachers noticed the dramatic improvement in the student’s math skills.

Although Germain never worked as a mathematician, she studied independently and wrote about the subject. She is best known for her work on Fermat’s Last Theorem, considered at the time to be one of the most challenging mathematical puzzles. A 17th century mathematician named Pierre de Fermat claimed he could prove that the equation x^n + y^n = z^n had no integer solution when n was greater than 2, but his proof was never written down. Germain proposed a new way of looking at the problem.

Germain also became the first woman to win a prize from the Paris Academy of Sciences, for writing about elasticity theory. Today that prize is known as the Sophie Germain Prize.


A portrait of Mary Somerville
Thomas Phillips, Wikipedia // Public Domain

Mary Somerville (1780–1872) was born in Scotland, and was not particularly interested in academics as a child—she only attended school for a year. However, when she encountered an algebra symbol in a puzzle at age 16, she became fascinated with math and began studying it on her own. Her parents tried to discourage her, worried that her intellectual preoccupations might drive her insane. (At the time, a popular theory held that difficult study could damage a woman’s mental health.) But Somerville continued to study, teaching herself Latin so she could read earlier versions of works by Euclid.

She also corresponded with William Wallace, a professor of mathematics at Edinburgh University, and solved mathematical problems posed in contests, winning a silver prize in 1811.

Somerville’s first husband did not encourage her interests, but when he died, she remarried. Her second husband, Dr. William Somerville, an inspector of the Army Medical Board, was proud of her work in mathematics and astronomy. For her work translating a book titled Celestial Mechanics and adding commentary, she was named an honorary member of the Royal Astronomical Society.

Physicist Sir David Brewster called her “certainly the most extraordinary woman in Europe—a mathematician of the very first rank with all the gentleness of a woman.” When John Stuart Mill petitioned the British government for women’s votes, he filed his petition with Somerville’s signature first. She was proof that women were men’s intellectual equals.


A portrait of Augusta Ada, Countess Lovelace
Hulton Archive/Getty Images

The next time you download some electronica, you may want to remember Augusta Ada King-Noel, Countess of Lovelace (1815–1852). Lovelace was born during the brief marriage of poet George, Lord Byron and Anne Milbanke, Lady Wentworth. Her mother did not want her to be a poet like her father and encouraged her interest in mathematics and music. As a teenager, Ada began to correspond with Charles Babbage, a professor at Cambridge. At the time, Babbage was working on his ideas for a calculating machine called the Analytical Engine, now considered a precursor to the computer. Babbage was solely focused on the calculating aspects, but Lovelace supplied notes that helped envision other possibilities, including the idea of computer-generated music.

Lovelace also translated an article about the Analytic Engine by French mathematician Louis Menebrea. Her notes include an algorithm showing how to calculate a sequence of numbers, which forms the basis for the design of the modern computer. It was the first algorithm created expressly for a machine to perform.

Lovelace was a countess after her marriage, but she preferred to describe herself as an analyst and a metaphysician. Babbage called her “the enchantress of numbers”—but she might also be called the world’s first computer programmer.


A black-and-white photograph of Florence Nightingale
London Stereoscopic Company/Getty Images

Florence Nightingale (1820–1910) is best known as a nurse and social reformer, but a lesser-known contribution of hers continues to save lives. In her efforts to improve the survival rates of hospital patients, Nightingale became a statistician.

When the “lady with the lamp” returned from service during the Crimean War, she expressed sadness about how many soldiers had become sick and died while lying in the hospital. “Oh my poor men, who endured so patiently,” she wrote to a friend. “I feel I have been a bad mother to you to come home and leave you lying in your Crimean graves.”

As part of her plan to reform hospital care, Nightingale began gathering statistics. The figures she gathered indicated that a lack of sanitation was the primary reason for the high mortality rate. Efforts were instituted to make hospitals cleaner and thus safer.

Not only did Nightingale’s discovery save lives and change hospital protocol forever, but she also designed charts that were easy on the Queen’s eyes. Statistics had been presented with graphics only rarely before, and Nightingale’s work helped pioneer the field of applied statistics. She is particularly known for inventing a new kind of graph known as a coxcomb, which was a variation on a pie chart. She said that the graph was designed “to affect thro’ the Eyes what we fail to convey to the public through their word-proof ears.”


Portrait of Emmy Noether
Wikipedia // Public Domain

Like Hypatia, Emmy Noether (1882–1935) had a well-known mathematician for a dad. Her father, Max Noether, was a German math professor, but becoming a math teacher would be a longer process for her. After being certified to teach English and French, she also wanted a degree in mathematics, but she had to wait—the University of Erlangen in Bavaria did not let women officially enroll until 1904. Noether eventually received her doctorate in mathematics, but because her university had a policy against hiring female professors, she instead helped her father in his work at the Mathematics Institute in Erlangen (without being paid), researching and writing papers on the side.

In 1918 she proved two theorems, one of which is now known as "Noether's Theorem." After that she researched ring theory and number theory, both of which would later prove useful for physicists. Finally, in 1922, she became an associate professor and received a small stipend.

But her teaching career in Germany was short-lived. Because of growing anti-Semitism, she and other Jewish mathematicians had to flee the country in 1933. She moved to the United States, and taught at Bryn Mawr College until her death.

After her death in 1935, Albert Einstein described Noether in a letter to The New York Times with these words: "In the judgment of the most competent living mathematicians, Fraulein Noether was the most significant creative mathematical genius thus far produced since the higher education of women began."


Mary Cartwright (1900–1998) achieved a few notable firsts: She was the first woman to receive the Sylvester Medal for mathematical research and the first to serve as president of the London Mathematical Society (1961–62).

In 1919 she was one of only five women studying mathematics at Oxford University. When she did not score well on her tests, she briefly considered giving up math. Fortunately, she chose to persevere, and went on to lecture at Cambridge University. She later earned a doctorate in philosophy and had her thesis published in the Quarterly Journal of Mathematics. After being awarded a research fellowship, she went on to publish more than 100 papers. One of her theorems, known as Cartwright's Theorem, is still frequently applied in signal processing. She also contributed to the study of chaos theory. In 1969 Queen Elizabeth II honored Cartwright’s accomplishments by proclaiming her Dame Mary Cartwright.


Dorothy Vaughan (left) at NACA
Beverly Golemba, Wikipedia // Public Domain

The excitement of space travel was made possible by years of painstaking work conducted by “human computers”—specifically, a group of mathematically proficient women who calculated a variety of scientific and mathematical data at the National Advisory Committee for Aeronautics (NACA), which later became NASA. Dorothy Johnson Vaughan (1910–2008) was one of them, and her contributions are featured alongside those of several other African-American female mathematicians at NACA in the 2016 film Hidden Figures.

After working as a math teacher, Vaughan took a job at NACA in 1943. In 1949, she was promoted to lead the division’s segregated work group West Area Computers, which was entirely composed of African-American female mathematicians. She became an expert in coding languages such as FORTRAN (now a popular language for high-performance computing). She described working in space research as being on “the cutting edge of something very exciting.”


Mathematician and educator Marjorie Lee Browne (1914–1979) was one of the first African-American women to acquire a Ph.D. in math. Becoming a respected educator meant overcoming personal tragedy (the death of her mother at a young age), as well as race and gender discrimination. Fortunately, her mathematically gifted father and teacher stepmother encouraged her educational interests. She attended a private school, graduated Howard University cum laude and earned her doctorate at the University of Michigan.

Browne taught math at North Carolina College (now North Carolina Central University), where she was named chair of the math department in 1951. She helped her school acquire grants, including a 1960 grant to set up a computer center, one of the first of its kind. Thanks in part to her work, the school became home to a National Science Foundation Institute for secondary education in mathematics. Browne also received the first W.W. Rankin Memorial Award for Excellence in Mathematics Education.


Julia Robinson’s (1919–1985) early education was interrupted more than once by illness. One bout of rheumatic fever required a year of recuperation and would continue to affect her health. When Robinson returned to school in the ninth grade, she developed an interest in math. She graduated high school with honors in math and science classes, then eventually attended Berkeley, where she married an assistant professor named Raphael Robinson.

After being told she could not have children due to the residual effects of the rheumatic fever, she renewed her devotion to math, receiving her doctorate in 1948. That year she began to work on the mathematical problem known as David Hilbert’s Tenth Problem, which occupied her for decades. Her work toward solving the problem with an international team of other mathematicians is the subject of a one-hour documentary titled “Julia Robinson and Hilbert’s Tenth Problem.” In 1975 Robinson was the first woman mathematician to be elected to the National Academy of Sciences. She also became the first woman president of the American Mathematical Society.


Katherine Johnson receiving the Presidential Medal of Freedom in 2015
NASA, Wikimedia // Public Domain

When Katherine Johnson (born 1918) wanted to study math, she faced a big obstacle. White Sulphur Springs, West Virginia, where she lived, did not offer schooling for black students past eighth grade. So, her father drove his family 120 miles so she could attend a high school in another town, leaving Katherine and her mother there while he continued to work in White Sulphur Springs. The math prodigy graduated by the age of 14. When she attended West Virginia State College, several professors recognized her unusual ability and mentored her. She graduated summa cum laude at the age of 18, with plans to teach. After doing so for a little while, she went to work for NACA as one of the mathematicians known as “computers who wore skirts.” Her knowledge of analytic geometry resulted in her assignment to the all-male flight research team, where she helped calculate the trajectory of Alan Shepherd’s first trip into space. She was so good at her job that she stayed on the research team after Shepherd’s trip, working at Langley Research Center from 1953 to 1986.

“I went to work every day for 33 years happy,” she said. “Never did I get up and say I don’t want to go to work.” She received the Presidential Medal of Freedom in 2015, and her work is also celebrated in Hidden Figures.


Photograph of Mary Winston Jackson
Wikipedia, NASA // Public Domain

Mary Jackson (1921–2005) grew up in Hampton, Virginia, graduating with honors from high school and receiving a bachelor’s degree from Hampton Institute in mathematics and physical science. She was hired as a research mathematician at the NACA campus in Langley, and was eventually promoted to aerospace engineer, specializing in aerodynamics.

“After five years of working in that department and taking additional courses at the Hampton Center of the University of Virginia I was invited to become an engineer-in-training through a special program and I’ve been an aerospace engineer ever since,” she said.

She later worked with flight engineers at NASA and was repeatedly promoted. After three decades, Jackson achieved the highest level of engineer, but then chose to focus on efforts to help women and minorities advance their careers. She is also featured in Hidden Figures.


Color photograph of Dr. Christine Darden
NASA, Wikipedia // Public Domain

Dr. Christine Darden (born 1942) is a mathematician, data analyst, and aeronautical engineer who spent her 25-year career at NASA researching sonic booms—the sound associated with the shock wave of an object traveling through air faster than the speed of sound. After a brief stint teaching and researching aerosol physics, she landed at the Langley Research Center. There she performed calculations for engineers, eventually writing computer programs to automate the process. She became one of the first female aerospace engineers at Langley, writing a computer program to measure sonic boom. After earning a doctorate in mechanical engineering, she became the leader of NASA's Sonic Boom Group. Darden conducted research on air traffic management, as well as other aeronautics programs, and has authored more than 50 publications. She is also featured in Hidden Figures.


As a girl, Maryam Mirzakhani (1977-2017) was not very interested in math, and dreamt of being a writer. “I never thought I would pursue mathematics until my last year in high school,” Mirzakhani told The Guardian.

The choice turned out to be a wise one: In 2014 she became the first woman and the first Iranian honored with the prestigious Fields Medal, awarded for her work on hyperbolic geometry—a non-Euclidean geometry used to explore concepts of space and time.

Mirzakhani taught math at Stanford University. Curtis McMullen, her doctoral advisor at Harvard, described her as having “a fearless ambition when it comes to mathematics.” 

This story first ran in 2017.

12 Behind-the-Scenes Secrets of Easter Bunnies

This child clearly can't get enough Easter Bunny in her life.
This child clearly can't get enough Easter Bunny in her life.
Dan Kitwood/Getty Images

Every year, thousands of families, church groups, and event planners enlist entertainment companies to dispatch a costumed bunny for their Easter celebrations. These performers often endure oppressive heat, frightened children, and other indignities to bring joy to the season.

It can be a thankless job, which is why Mental Floss approached several hares and their handlers for some insight into what makes for a successful appearance, the numerous occupational hazards, and why they can be harassed while holding a giant carrot. Here’s a glimpse of what goes on under the ears.

1. They might be watching netflix under the mask.

Has a bunny ever seemed slow to respond to your child? He or she might be in the middle of a binge-watch. Jennifer Ellison, the sales and marketing manager for San Diego Kids’ Party Rentals and a bunny wrangler during the Easter season, says that extended party engagements might lead their furry foot soldiers to seek distractions while in costume. “We book the bunny by the hour and he is often booked for multiple hour blocks,” she says. “Listening to music definitely helps the time pass.” One of her bunny friends who does a lot of shopping mall appearances has even rigged up a harness that can cradle a smart phone. “It sits above the bunny's nose, resting right at eye level for the performer inside, easily allowing the performer to stream Netflix, scroll through Facebook, or check emails.”

2. They can’t walk on wet grass.

Bunnies that appear at private functions, like backyard parties or egg hunts, have to maintain the illusion of being a character and not a human in a furry costume. According to Albert Joseph, the owner of Albert Joseph Entertainment in San Francisco and a 30-year veteran of Easter engagements, one of the cardinal rules is never to set foot on wet grass. Why? “They wear regular shoes under their giant bunny feet,” he says. “If they step on wet grass and then walk on cement, they’ll make a human foot print, not a bunny print.”

3. There’s a reason they might not pick up your kid.

Bunnies might be amenable to posing for a photo with your child on their lap, but they’re probably not going to grab the little tyke and sweep them off their feet. According to Steve Rothenberg, a veteran performer and owner of Talk of the Town Entertainment in Rockville, Maryland, deadlifting a kid is against the rules. “The last thing you want is to lift them up and have them knock off your head,” he says.

4. Giant carrots will invite inappropriate behavior.

A person dressed as the Easter bunny.
As the 3-foot-long carrot proves, adults are easily the least mature guests at a child's Easter party.
lisafx/iStock via Getty Images Plus

Joseph’s warren of party bunnies usually come equipped with a 3-foot-long giant carrot as a prop. While children are amused by the oversized vegetable, the adults at the parties usually can’t help making observations. “Practically every visit, there’s always someone saying, ‘My, what a big carrot you have,’” he says.

On one occasion, Joseph attended a function at a retirement home. One of the women, who he estimated to be in her 80s, commented on his big feet in a lascivious manner. “She told me she was in room 37.”

5. Clothes make the bunny.

Easter bunny at the White House.
Every year, a well-dressed Easter bunny visits Washington, D.C. for the annual White House Easter Egg Roll.
Mark Wilson/Getty Images

While “naked” (i.e., unclothed) bunnies remain popular, Ellison’s lineup also includes Mr. Bunny, a “classy lad with a top hat and vest,” and a Mrs. Bunny sporting a purple dress. Why would kids care if a bunny has sartorial sense? “Kids can probably better relate to a giant, furry character if it's dressed like a human,” Ellison says. “[And] we just thought the costumes looked cute.”

6. They can’t wear dark clothing underneath.

If a bunny wants to wear a black shirt under his or her fur, it stands to reason there wouldn’t be any issue: It's all hidden from sight. But Joseph insists that his cast stick with white apparel only. In addition to being cooler, it serves a practical function. “There’s always an opportunity to see a little something around the neckline or near the feet,” he says. Light clothing helps preserve the character.

7. They use an upholstery cleaner for their heads.

Most bunny costumes can be tossed in any regular washing machine, with the feet going in a larger commercial-use unit. But the heads, which are typically massive and unwieldy, get special attention. “You know those upholstery cleaners you can rent from a grocery store?” Joseph asks. “We use those. There’s a wand attachment to it for cleaning carpet.”

8. There’s a trick to keeping cool.

Costumes made of fake fur in the spring can be a recipe for disaster—or at least some lightheadedness. While none of the bunnies we profiled had experienced fainting spells, Ellison says that the trick to staying cool is actually adding a layer underneath the outfit. “Light, breathable clothing underneath the suit usually does the trick, but some people choose to wear an ice vest under the suit as well.”

Many bunnies also work in intervals: 45 to 50 minutes “on,” and 10 to 15 minutes in a private area to cool off and drink water. “Clients are usually understanding and sympathetic of the bunny and will allow even more breaks if necessary,” Ellison says.

9. Mints are essential.

Bunnies may favor carrots and grass, but their human operators need something other than that in order to deal with the humidity. Rothenberg says that his bunnies usually nibble on mints while working a crowd. “They’ll typically chew gum or have some kind of mint to keep their throat from drying out,” he says.

10. They use bunny handlers to prevent knockdowns.

A person dressed as the Easter bunny.
An Easter Bunny makes a young girl's day.
Alex Wong/Getty Images

Any professional bunny knows that having an assistant watching their back is the best way to ensure an appearance goes smoothly. “Your vision is limited and you can’t really look to the left or right,” Rothenberg says. “Having an assistant prevents kids from running up behind you.”

11. They have damaged butts.

In order to ease apprehensive kids, Joseph advocates for his bunnies to squat near a child rather than bend over. “It gets them at a child’s level so they can touch and feel for themselves,” he says. “But a bunny that does a lot of squatting winds up needing their [costume] butts re-sewn. I’ve repaired a lot of them.” Joseph will also invite mothers to sit on the bunny’s lap so fearful children are more likely to approach. “You don’t want to prod the kid,” he says.

12. They’re not just for easter.

While bunny costume season is a fleeting few weeks, companies are happy to roll out their rabbits for other occasions. Once, Ellison sent out a bunny for a customer’s Alice in Wonderland-themed gathering. “The client wanted the White Rabbit, so we dressed up our bunny in a vest and top hat and gave him an over-sized pocket watch. It worked out great.”

This piece originally ran in 2017.

The 48 Most Frequently Banned Wedding Songs

Bogdan Kurylo/iStock via Getty Images
Bogdan Kurylo/iStock via Getty Images

Who among us hasn't attended a wedding and cringed at the playlist? In 2017, stats/polling site FiveThirtyEight asked more than two dozen professional DJs who had DJ’d around 200 weddings what songs couples ban from their weddings and, after surveying 182 wedding playlists, came up with a list of 48 songs. They gave each song a percentage, which represents the share of weddings that banned the song.

The first 10 on the list represent silly dances people like to do but shouldn’t do, like The Chicken Dance, The Macarena, and The Electric Slide. After that, the list starts to see overplayed songs like “Don’t Stop Believin',’” “Total Eclipse of the Heart,” “Dancing Queen,” and “Sweet Caroline,” and call-and-response songs like “Shout.” The list contains a mix of new and old hip-hop, R&B, and pop hits, and several songs ended up tied.

Interestingly, a few songs from FiveThirtyEight’s 2016 ultimate wedding playlist also appear on the banned list, including “Hey Ya!,” “Uptown Funk,” “Sweet Caroline,” and “Call Me Maybe.”

You may or may not agree with this list, but don’t feel bad if you decide to ban any of these songs from your own wedding playlist—chances are, someone out there agrees with you.

  1. “The Chicken Dance”

  1. “Cha-Cha Slide” // DJ Casper

  1. “Macarena” // Los Del Rio

  1. “Cupid Shuffle” // Cupid

  1. “YMCA” // Village People

  1. “Electric Boogie (Electric Slide)” // Marcia Griffiths

  1. “Hokey Pokey”

  1. “Wobble” // V.I.C.

  1. “Happy” // Pharrell Williams

  1. “Shout” // Isley Brothers

  1. “Love Shack” // The B-52's

  1. “We Are Family” // Sister Sledge

  1. “Blurred Lines” // Robin Thicke

  1. “Celebration” // Kool & The Gang

  1. Cotton Eye Joe” // Rednex

  1. “Dancing Queen” // ABBA

  1. “Don’t Stop Believin’” // Journey

  1. “Single Ladies” // BeyoncÉ

  1. “Sweet Caroline” // Neil Diamond

  1. “Turn Down for What” // DJ Snake & Lil Jon

  1. “Watch Me (Whip/Nae Nae)” // SilentÓ

  1. “Hot in Herre” // Nelly

  1. “Mony Mony” // Billy Idol

  1. “All About That Bass” // Meghan Trainor

  1. “Baby Got Back” // Sir Mix-a-Lot

  1. “Booti Call” // Blackstreet

  1. “Gangnam Style” // Psy

  1. “Save a Horse (Ride a Cowboy)” // Big & Rich

  1. “Stayin’ Alive” // Bee Gees

  1. “Sweet Home Alabama” // Lynyrd Skynyrd

  1. “Uptown Funk” // Mark Ronson & Bruno Mars

  1. “Wagon Wheel” // Nathan Carter

  1. “What Do You Mean?” // Justin Bieber

  1. “All of Me” // John Legend

  1. “Bohemian Rhapsody” // Queen

  1. “Brown Eyed Girl” // Van Morrison

  1. “Call Me Maybe” // Carly Rae Jepsen

  1. “Footloose” // Kenny Loggins

  1. “Get Low” // Lil Jon

  1. “Hey Ya!” // Outkast

  1. “Hotline Bling” // Drake

  1. “I Will Survive” // Gloria Gaynor

  1. “My Heart Will Go On” // CÉline Dion

  1. “SexyBack” // Justin Timberlake

  1. “Shake It Off” // Taylor Swift

  1. “Sugar” // Maroon 5

  1. “Total Eclipse of the Heart” // Bonnie Tyler

  1. “You Shook Me All Night Long” // AC/DC