Find similar books by
Combine common axes
These books are ranked using the characterization labels extracted for Infinity Beach.
Characterization labels used: female protagonist, scientist protagonist, PR specialist, astrophysicist, clone, goal-oriented, impulsive heroine, relentless investigator, complex characters, fallible characters, supporting cast
This does not mean the books share the same plot, setting, quality, or difficulty. It means their characterization embeddings are close.
A salmon biologist is pulled into an alien-led mystery that could determine whether Earth and other worlds survive.
Why this is here
Characterization labels: reluctant heroine · workaholic scientist · stubborn protagonist · emotionally guarded · strong-minded female lead · alien protagonist counterpart · intense researcher
Semantic match: ranked by characterization
Distance: 0.1406
A dismissed NASA physicist spots a solar-system anomaly and is pulled into a mission that could rewrite reality.
Why this is here
Characterization labels: scientist protagonist · astronaut candidate · physicist · astronomer · dismissed outsider · determined heroine · moral conviction · competent crew · multi-national team · politically shaped characters · flat characters · relatable characters
Semantic match: ranked by characterization
Distance: 0.1428
A female aerospace engineer wakes into humanity’s fragile peace with aliens and helps decide the fate of civilization.
Why this is here
Characterization labels: female protagonist · aerospace engineer · scientist protagonist · ordinary person · decision under pressure · passive protagonist · brilliant but flawed
Semantic match: ranked by characterization
Distance: 0.1453
A giant-robot trilogy finale follows survivors split between Earth and an alien world as humanity spirals into fear and war.
Why this is here
Characterization labels: scientist protagonist · female scientist · pilot · linguist · military commander · teenager · goofball · stoic leader
Semantic match: ranked by characterization
Distance: 0.1455
A grieving researcher with an opioid habit is sent to a space station, where a deadly mystery may be tied to her disease cure.
Why this is here
Characterization labels: female scientist · medical researcher · neurologist · radiologist · flawed protagonist · driven protagonist · grieving mother · addict protagonist · paranoid protagonist · resourceful heroine · intelligent heroine · compelling lead
Semantic match: ranked by characterization
Distance: 0.1494
A stranded human crew on a pitch-black moon must survive, and communicate, as an alien intelligence studies them back.
Why this is here
Characterization labels: two protagonists · female protagonists · scientist protagonist · engineer character · specialist team · competent engineer · social mediator · corporate workers · replaceable labor · nonhuman intelligence · gestalt intelligence · hive mind · alien mind
Semantic match: ranked by characterization
Distance: 0.1538
An FBI futurist investigates a bizarre insect-linked killing and uncovers a genetically engineered threat on a remote island.
Why this is here
Characterization labels: female investigator · strong heroine · futurist · FBI consultant · survivalist upbringing · anxious protagonist · flawed heroine · entomologist ally · billionaire antagonist · hostile scientists · deductive lead · competent investigator
Semantic match: ranked by characterization
Distance: 0.1566
In a near-future Britain, a scientist is dragged into a government secret after Earth’s rotation stops and chaos spreads.
Why this is here
Characterization labels: scientist protagonist · female lead · tough heroine · intelligent heroine · isolated protagonist · jaded protagonist · bitter protagonist · determined investigator · curious protagonist · flawed protagonist · strong female lead · government agents · dying mentor · secondary characters · antagonists · authoritarian leadership
Semantic match: ranked by characterization
Distance: 0.1569
A secret desert lab’s attempt to engineer a flu cure spirals into a deadly biosecurity crisis and survival chase.
Why this is here
Characterization labels: scientist protagonist · female scientist · visionary CEO · corporate boss · assistant · security director · former colleague · crusading professor · geneticist · biogenetics technician · feisty heroine · flawed protagonist · unlikable protagonist · mad scientist · stressed researchers · shady hacker
Semantic match: ranked by characterization
Distance: 0.1613
A Martian student-turned-leader navigates revolution, diplomacy, and radical science as Mars fights Earth for independence.
Why this is here
Characterization labels: female protagonist · young radical · student activist · political leader · scientist · brilliant protagonist · driven protagonist · fleshed-out protagonist · confident leader · complex characters · supporting characters
Semantic match: ranked by characterization
Distance: 0.1617
An amnesiac scientist wakes alone in deep space and must solve a cosmic threat to save Earth.
Why this is here
Characterization labels: scientist protagonist · science teacher · molecular biologist · astronaut · inventive problem-solver · witty narrator · nerdy protagonist · reluctant hero · Gary Stu (contested) · strong-willed woman · alien engineer · humanitarian leader · allied outsider
Semantic match: ranked by characterization
Distance: 0.1652
A military strike team and a scientist race to reclaim New York as a failed cure creates smarter, deadlier Variants.
Why this is here
Characterization labels: military protagonist · female scientist · Delta Force team · frustrated commander · wounded warrior · smart female lead · arrogant general · competent leader · emotionally conflicted scientist · resourceful survivors
Semantic match: ranked by characterization
Distance: 0.1654
