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Cover of Notes on Infinity by Austin Taylor
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Notes on Infinity

Austin Taylor

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Similar in characterization

These books are ranked using the characterization labels extracted for Notes on Infinity.

Characterization labels used: brilliant students, high achievers, flawed characters, competitive, ambitious, naive, driven, genius stereotype, female STEM protagonist, male science counterpart, founder characters, mentorship-seeking

Focused on “introverted” where exact label matches exist.

This does not mean the books share the same plot, setting, quality, or difficulty. It means their characterization embeddings are close.

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Cover of Dragonfly Girl: A Spellbinding YA Science Thriller About a Cure for Death and Deadly International Rivalry by Marti Leimbach

Dragonfly Girl: A Spellbinding YA Science Thriller About a Cure for Death and Deadly International Rivalry

Marti Leimbach · 2021

A brilliant but socially isolated teen wins a science prize, then a lab discovery pulls her into dangerous international intrigue.

Why this is here

Characterization labels: science prodigy · genius teen · awkward teen · social outcast · bullied student · caretaker · devoted daughter · financially strained · driven · brilliant · introverted · relatable · quirky · complicated heroine · smart girl · female STEM protagonist · secondary characters

Semantic match: ranked by characterization

Distance: 0.1658

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Cover of Morbid Curiosities by S. Hati

Morbid Curiosities

S. Hati · 2026

A scholarship teen at an elite science institute uncovers secret experiments, mutations, and a threat to her own mind.

Why this is here

Characterization labels: ambitious teen · overachiever · scholarship student · gifted student · isolated protagonist · untrusting · prickly protagonist · mysterious girl · cutthroat peers · rich students · scientist characters · complex characters

Semantic match: ranked by characterization

Distance: 0.1431

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Cover of The Ones We're Meant to Find by Joan He

The Ones We're Meant to Find

Joan He · 2021

Two sisters search for each other across a climate-ravaged future split between an island and an eco-city.

Why this is here

Characterization labels: STEM prodigy · introvert · loner · reclusive · analytical · logical · emotionally detached · survivalist · mysterious · resourceful · gray character · likable protagonist · complex characters

Semantic match: ranked by characterization

Distance: 0.1516

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Cover of A Slip under the Microscope by H.G. Wells

A Slip under the Microscope

H.G. Wells · 2015

Two short, ambiguous Wells stories explore a hidden doorway and an exam slip-up through regret, choice, and conscience.

Why this is here

Characterization labels: student · scholar · rival student · professor · promising man · social climber · humble background · conscientious character · obsessive character · idealistic character

Semantic match: ranked by characterization

Distance: 0.1569

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Cover of The End of Mr. Y by Scarlett Thomas

The End of Mr. Y

Scarlett Thomas · 2006

A PhD student finds a cursed rare book and is pulled into a mind-travel mystery about reality, time, and thought.

Why this is here

Characterization labels: female academic · PhD student · curious heroine · flawed protagonist · intellectual heroine · obsessive reader · messy protagonist · sexually active protagonist · poor student · strong-willed · mentally complex

Semantic match: ranked by characterization

Distance: 0.1607

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Cover of Redemption Prep by Samuel Miller

Redemption Prep

Samuel Miller · 2020

At an elite remote prep school, a missing girl sparks a web of secrets, suspects, and a mystery that turns strange.

Why this is here

Characterization labels: gifted students · prodigy students · high achievers · creepy stalker · obsessive boy · addicted boyfriend · genius best friend · science-minded student · popular girl · underdeveloped characters · unlikable characters · two-dimensional characters · flat characters · socially awkward character · analytical mind

Semantic match: ranked by characterization

Distance: 0.1609

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Cover of Shock by Robin Cook

Shock

Robin Cook · 2006

Two graduate students take a fertility-clinic egg donation job to uncover what became of their eggs—and uncover far more.

Why this is here

Characterization labels: Female protagonists · Graduate students · PhD students · College students · Intelligent but naive · Reckless · Impulsive · Curious · Naive · Stilted dialogue · One-dimensional characters · Stock characters · Interchangeable personalities

Semantic match: ranked by characterization

Distance: 0.1665

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Cover of A Web of Air by Philip Reeve

A Web of Air

Philip Reeve · 2010 · Fever Crumb

In a post-apocalyptic crater city, an engineer helps a recluse chase human flight while danger, secrecy, and romance close in.

Why this is here

Characterization labels: rational heroine · engineer protagonist · reluctant romantic · reclusive inventor · young genius · orphaned youth · strong-willed protagonist · emotion-versus-logic · flawed heroine · eccentric characters

Semantic match: ranked by characterization

Distance: 0.1670

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Cover of The Calculating Stars by Mary Robinette Kowal

The Calculating Stars

Mary Robinette Kowal · 2018 · Lady Astronaut Universe

After a meteor strike makes Earth uninhabitable, a brilliant 1950s pilot fights sexism to join the space race.

Why this is here

Characterization labels: brilliant protagonist · female engineer · mathematician · pilot · astronaut aspirant · anxious protagonist · socially awkward · privileged protagonist · self-aware arc · morally reflective · supportive spouse · strong female cast · competent women · male antagonist · bigoted authority

Semantic match: ranked by characterization

Distance: 0.1694

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Cover of The Female Breeders by Melanie Bokstad Horev

The Female Breeders

Melanie Bokstad Horev · 2025 · The Female Saga

In a female-run dystopia, a young scientist screens imprisoned men for breeding and uncovers a brutal conspiracy.

Why this is here

Characterization labels: young scientist · brilliant scientist · female protagonist · strong female lead · male lead · traumatized male · sympathetic protagonist · questioning authority · disaffected insider · powerful councilwoman · relatable characters · underdeveloped side characters · multiple agendas · morally conflicted

Semantic match: ranked by characterization

Distance: 0.1743

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Cover of A Conspiracy of Stars by Olivia A. Cole

A Conspiracy of Stars

Olivia A. Cole · 2018 · Faloiv

A teen aspiring scientist on a stranded alien colony uncovers buried truths about her world, her family, and peace on Faloiv.

Why this is here

Characterization labels: aspiring scientist · teen protagonist · curious heroine · determined heroine · logical characters · competitive students · black girl in STEM · hacker · best friend · scientist parents · extremist leader · character-driven

Semantic match: ranked by characterization

Distance: 0.1753

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